Kalyanmoy Deb - RankMe

654 papers A* 4A 65B 115C 56Misc 1Journal 246Unranked 132

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A cooperative co-evolutionary algorithm with core-based grouping strategy for large-scale 0-1 knapsack problems. Expert Syst. Appl. Xiaotong Li, Shuwei Zhu, Wei Fang, Kalyanmoy Deb
2026	J	`jnl`	A novel framework for generating tunable and scalable benchmark problems for multimodal multiobjective optimization. Swarm Evol. Comput. Ali Ahrari, Xiaodong Li, Kalyanmoy Deb
2026	J	`jnl`	Fifty years of multi-objective optimization and decision-making: From mathematical programming to evolutionary computation. Eur. J. Oper. Res. Matthias Ehrgott, Murat Köksalan, Milosz Kadzinski, Kalyanmoy Deb
2026	J	`jnl`	Gradual Innovative Transitional Solutions Improving Current to a Desired Target: Innovation Path. IEEE Trans. Evol. Comput. Ahmer Khan, Kalyanmoy Deb
2026	J	`jnl`	Handling Objectives With Heterogeneous Evaluation Times in Surrogate-Assisted Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. Balija Santoshkumar, Kalyanmoy Deb
2026	J	`jnl`	Handling of objectives and constraints with heterogeneous evaluation times for surrogate-assisted evolutionary multi- and many-objective optimization. Swarm Evol. Comput. Balija Santoshkumar, Kalyanmoy Deb
2026	J	`jnl`	HyBMSearch: A fast multi-Level search algorithm delivering order-of-Magnitude speedups on multi-Billion datasets. J. Parallel Distributed Comput. Shashank Raj, Kalyanmoy Deb
2026	J	`jnl`	Multiobjective Competitive Co-Evolutionary Optimization and Regularity-Based Decision-Making for Two-Agent Wargame Strategy Optimization. IEEE Trans. Evol. Comput. Ritam Guha, Ryan McKendrick, Bradley Feest, Kalyanmoy Deb
2025	—	`conf`	A Mixed-Fidelity Evaluation Algorithm for Efficient Constrained Multi- and Many-Objective Optimization: First Results. EMO (2) Balija Santoshkumar, Kalyanmoy Deb
2025	—	`conf`	A Multi-objective Competitive Co-evolutionary Framework with Progressive Shrinking for Wargame Scenarios. EMO (1) Ritam Guha, Ryan McKendrick, Bradley Feest, Kalyanmoy Deb
2025	J	`jnl`	A directed batch growing self-organizing map based niching differential evolution for multimodal optimization problems. Appl. Soft Comput. Mahesh Shankar, Palaniappan Ramu, Kalyanmoy Deb
2025	A	`conf`	Addressing Heterogeneous Evaluation Times in Constrained Multi-Objective Optimization using a Mixed-Fidelity Evaluation Technique: Proof-of-Concept Results. GECCO Balija Santoshkumar, Kalyanmoy Deb
2025	J	`jnl`	An adaptive weight optimization algorithm based on decision variable grouping for large-scale multi-objective optimization problems. Swarm Evol. Comput. Hao Wang, Shuwei Zhu, Wei Fang, Kalyanmoy Deb
2025	J	`jnl`	Beyond Performance: Designing a Super-Resolution Architecture Search Space and a Hybrid Multi-Objective Approach for Neural Architecture Optimization. IEEE Access Jesús Leopoldo Llano García, Raúl Monroy, Víctor Adrián Sosa-Hernández, Kalyanmoy Deb
2025	J	`jnl`	Dynamic performance evaluation of evolutionary multi-objective optimization algorithms for gait cycle optimization of a 25-DOFs NAO humanoid robot. Swarm Evol. Comput. Pushpendra Gupta, Dilip Kumar Pratihar, Kalyanmoy Deb
2025	J	`jnl`	Effects of many conflicting objectives on decision-makers' cognitive burden and decision consistency. Eur. J. Oper. Res. J. Matias Kivikangas, Eeva Vilkkumaa, Julian Blank, Ville J. Harjunen, Pekka Malo, Kalyanmoy Deb, Niklas Ravaja, Jyrki Wallenius
2025	J	`jnl`	EvoSort: A Genetic-Algorithm-Based Adaptive Parallel Sorting Framework for Large-Scale High Performance Computing. CoRR Shashank Raj, Kalyanmoy Deb
2025	B	`conf`	Finding Multiple Alternate Solutions Using Evolutionary Multi-Objective Optimization. CEC Kalyanmoy Deb, Ritam Guha
2025	J	`jnl`	Handling objective preference and variable uncertainty in evolutionary multi-objective optimization. Swarm Evol. Comput. Deepanshu Yadav, Palaniappan Ramu, Kalyanmoy Deb
2025	—	`conf`	Hierarchical Convergence to Multiple Alternate Solutions: Population versus Point-based Algorithms. GECCO Companion Ahmer Khan, Kalyanmoy Deb
2025	J	`jnl`	MaNSGA-II: Many-Objective NSGA-II. IEEE Trans. Emerg. Top. Comput. Intell. Lie Meng Pang, Hisao Ishibuchi, Kalyanmoy Deb, Ke Shang
2025	—	`conf`	Machine Learning Assisted Evolutionary Multi-objective Optimization. GECCO Companion Kalyanmoy Deb, Dhish Kumar Saxena, Sukrit Mittal
2025	A	`conf`	Machine Learning-Assisted Constraint Handling Under Variable Uncertainty for Preference-based Multi-Objective Optimization. GECCO Deepanshu Yadav, Palaniappan Ramu, Kalyanmoy Deb
2025	J	`jnl`	Next-generation techniques for parameter reduction for BMP multiobjective optimization in watershed planning. Environ. Model. Softw. Hoda S. Razavi, Gregorio Toscano, A. Pouyan Nejadhashemi, Kalyanmoy Deb, Lewis C. Linker
2025	—	`conf`	Numerical Global Optimization Competition on GNBG-II generated Test Suite. GECCO Companion Rohit Salgotra, Amir H. Gandomi, Kalyanmoy Deb
2025	B	`conf`	Progressive Surrogate Modeling for a Multi-objective Competitive Co-evolutionary (MoCCoEv) Wargame Strategy Optimization. CEC Ritam Guha, Ryan McKendrick, Bradley Feest, Kalyanmoy Deb
2025	—	`conf`	Ranking-prediction based evolutionary algorithm for expensive many-objective optimization problems. GECCO Companion Yimo Zhang, Shuwei Zhu, Wei Fang, Kalyanmoy Deb, Meiji Cui
2025	J	`jnl`	Regression and relation-assisted evolutionary algorithm for high-dimensional expensive multi-objective optimization. Swarm Evol. Comput. Shuwei Zhu, Yimo Zhang, Wei Fang, Meiji Cui, Kalyanmoy Deb
2025	—	`conf`	Reliability-Based MCDM Using Objective Preferences Under Variable Uncertainty. EMO (2) Deepanshu Yadav, Palaniappan Ramu, Kalyanmoy Deb
2025	—	`conf`	Towards an Efficient Innovation Path Seeking Algorithm Using Directed Domination. EMO (1) Ahmer Khan, Kalyanmoy Deb
2024	J	`jnl`	A Novel Pareto-optimal Ranking Method for Comparing Multi-objective Optimization Algorithms. CoRR Amin Ibrahim, Azam Asilian Bidgoli, Shahryar Rahnamayan, Kalyanmoy Deb
2024	J	`jnl`	A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective Optimization. IEEE Trans. Evol. Comput. Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb, Erik D. Goodman
2024	J	`jnl`	An Interactive Knowledge-Based Multiobjective Evolutionary Algorithm Framework for Practical Optimization Problems. IEEE Trans. Evol. Comput. Abhiroop Ghosh, Kalyanmoy Deb, Erik D. Goodman, Ronald C. Averill
2024	A	`conf`	An Updated Performance Metric for Preference-Based Evolutionary Multi-Objective Optimization Algorithms. GECCO Deepanshu Yadav, Palaniappan Ramu, Kalyanmoy Deb
2024	J	`jnl`	Analysis and Optimization of Gait Cycle of 25-DOF NAO Robot Using Particle Swarm Optimization and Genetic Algorithms. Int. J. Humanoid Robotics Pushpendra Gupta, Dilip Kumar Pratihar, Kalyanmoy Deb
2024	—	`conf`	Attacker-Defender Strategy Optimization Using Multi-objective Competitive Co-Evolution. PPSN (4) Ritam Guha, Ryan McKendrick, Bradley Feest, Kalyanmoy Deb
2024	J	`jnl`	Compromising Pareto-Optimality With Regularity in Platform-Based Multiobjective Optimization. IEEE Trans. Evol. Comput. Ritam Guha, Kalyanmoy Deb
2024	—	`conf`	Evolutionary Bilevel Optimization: Algorithms and Applications. GECCO Companion Kalyanmoy Deb, Ankur Sinha
2024	—	`conf`	Hot off the Press: Parallel Multi-Objective Optimization for Expensive and Inexpensive Objectives and Constraints. GECCO Companion Roy de Winter, Bas Milatz, Julian Blank, Niki van Stein, Thomas Bäck, Kalyanmoy Deb
2024	J	`jnl`	Identifying Pareto Fronts Reliably Using a Multistage Reference-Vector-Based Framework. IEEE Trans. Evol. Comput. Kalyanmoy Deb, Claudio Lucio do Val Lopes, Flávio Vinícius Cruzeiro Martins, Elizabeth Fialho Wanner
2024	J	`jnl`	Improved Evolutionary Operators for Sparse Large-Scale Multiobjective Optimization Problems. IEEE Trans. Evol. Comput. Ian Kropp, A. Pouyan Nejadhashemi, Kalyanmoy Deb
2024	A	`conf`	Innovation Path: Discovering an Ordered Set of Optimized Intermediate Solutions from an Existing to a Desired Solution. GECCO Ahmer Khan, Kalyanmoy Deb
2024	J	`jnl`	Large-Scale Multiobjective Optimization for Watershed Planning and Assessment. IEEE Trans. Syst. Man Cybern. Syst. Gregorio Toscano Pulido, Hoda Razavi, A. Pouyan Nejadhashemi, Kalyanmoy Deb, Lewis C. Linker
2024	J	`jnl`	Leveraging innovization and transfer learning to optimize best management practices in large-scale watershed management. Environ. Model. Softw. Kalyanmoy Deb, A. Pouyan Nejadhashemi, Gregorio Toscano, Hoda Razavi, Lewis C. Linker
2024	—	`book`	Machine Learning Assisted Evolutionary Multi- and Many-Objective Optimization Dhish Kumar Saxena, Sukrit Mittal, Kalyanmoy Deb, Erik D. Goodman
2024	J	`jnl`	Machine Learning-Based Prediction of New Pareto-Optimal Solutions From Pseudo-Weights. IEEE Trans. Evol. Comput. Anirudh Suresh, Kalyanmoy Deb
2024	J	`jnl`	Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment. IEEE Trans. Evol. Comput. Zhichao Lu, Ran Cheng, Yaochu Jin, Kay Chen Tan, Kalyanmoy Deb
2024	B	`conf`	On a Better Understanding of Unique Identifiers of Pareto Solutions for Multi-criterion Optimization, Visualization, and Decision-making. CEC Anirudh Suresh, Kalyanmoy Deb
2024	J	`jnl`	Parallel multi-objective optimization for expensive and inexpensive objectives and constraints. Swarm Evol. Comput. Roy de Winter, Bas Milatz, Julian Blank, Niki van Stein, Thomas Bäck, Kalyanmoy Deb
2024	B	`conf`	Scalable Polynomial RegEM(a)O for Multi-lMany-objective Platform-based Design Optimization Problems. CEC Ritam Guha, Kalyanmoy Deb
2024	B	`conf`	Surrogate-Assisted Multi-Objective Optimization for Handling Objectives with Heterogeneous Evaluation Times: Unconstrained Problems. CEC Balija Santoshkumar, Kalyanmoy Deb
2024	J	`jnl`	Toward Interpretable-AI Policies Using Evolutionary Nonlinear Decision Trees for Discrete-Action Systems. IEEE Trans. Cybern. Yashesh D. Dhebar, Kalyanmoy Deb, Subramanya Nageshrao, Ling Zhu, Dimitar P. Filev
2023	J	`jnl`	A Localized High-Fidelity-Dominance-Based Many-Objective Evolutionary Algorithm. IEEE Trans. Evol. Comput. Dhish Kumar Saxena, Sukrit Mittal, Sarang Kapoor, Kalyanmoy Deb
2023	J	`jnl`	A general framework for enhancing relaxed Pareto dominance methods in evolutionary many-objective optimization. Nat. Comput. Shuwei Zhu, Lihong Xu, Erik D. Goodman, Kalyanmoy Deb, Zhichao Lu
2023	A	`conf`	Discovering Adaptable Symbolic Algorithms from Scratch. IROS Stephen Kelly, Daniel S. Park, Xingyou Song, Mitchell McIntire, Pranav Nashikkar, Ritam Guha, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti, Jie Tan, Esteban Real
2023	J	`jnl`	Discovering Adaptable Symbolic Algorithms from Scratch. CoRR Stephen Kelly, Daniel S. Park, Xingyou Song, Mitchell McIntire, Pranav Nashikkar, Ritam Guha, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti, Jie Tan, Esteban Real
2023	C	`conf`	Eliminating Non-dominated Sorting from NSGA-III. EMO Balija Santoshkumar, Kalyanmoy Deb, Lei Chen
2023	B	`conf`	Finding Robust Solutions for Many-Objective Optimization Using NSGA-III. CEC Deepanshu Yadav, Palaniappan Ramu, Kalyanmoy Deb
2023	J	`jnl`	GNBG-Generated Test Suite for Box-Constrained Numerical Global Optimization. CoRR Amir H. Gandomi, Danial Yazdani, Mohammad Nabi Omidvar, Kalyanmoy Deb
2023	J	`jnl`	GNBG: A Generalized and Configurable Benchmark Generator for Continuous Numerical Optimization. CoRR Danial Yazdani, Mohammad Nabi Omidvar, Delaram Yazdani, Kalyanmoy Deb, Amir H. Gandomi
2023	C	`conf`	IK-EMOViz: An Interactive Knowledge-Based Evolutionary Multi-objective Optimization Framework. EMO Abhiroop Ghosh, Kalyanmoy Deb, Ronald C. Averill, Erik D. Goodman
2023	J	`jnl`	Interpretable self-organizing map assisted interactive multi-criteria decision-making following Pareto-Race. Appl. Soft Comput. Deepanshu Yadav, Palaniappan Ramu, Kalyanmoy Deb
2023	C	`conf`	Investigating Innovized Progress Operators with Different Machine Learning Methods. EMO Drishti Bhasin, Sajag Swami, Sarthak Sharma, Saumya Sah, Dhish Kumar Saxena, Kalyanmoy Deb
2023	—	`ch.`	Key Issues in Real-World Applications of Many-Objective Optimisation and Decision Analysis. Many-Criteria Optimization and Decision Analysis Kalyanmoy Deb, Peter J. Fleming, Yaochu Jin, Kaisa Miettinen, Patrick M. Reed
2023	C	`conf`	Learning to Predict Pareto-Optimal Solutions from Pseudo-weights. EMO Kalyanmoy Deb, Aryan Gondkar, Anirudh Suresh
2023	A	`conf`	MOAZ: A Multi-Objective AutoML-Zero Framework. GECCO Ritam Guha, Wei Ao, Stephen Kelly, Vishnu Boddeti, Erik D. Goodman, Wolfgang Banzhaf, Kalyanmoy Deb
2023	J	`jnl`	Minimizing Expected Deviation in Upper Level Outcomes Due to Lower Level Decision Making in Hierarchical Multiobjective Problems. IEEE Trans. Evol. Comput. Kalyanmoy Deb, Zhichao Lu, Ian Kropp, Juan Sebastian Hernandez-Suarez, Rayan Hussein, Steven Miller, A. Pouyan Nejadhashemi
2023	A	`conf`	Multi-objective Robust Optimization and Decision-Making Using Evolutionary Algorithms. GECCO Deepanshu Yadav, Palaniappan Ramu, Kalyanmoy Deb
2023	—	`conf`	On the Choice of Unique Identifiers for Predicting Pareto-Optimal Solutions Using Machine Learning. SSCI Anirudh Suresh, Kalyanmoy Deb
2023	—	`conf`	Optimizing Keyboard Configuration Using Single and Multi-Objective Evolutionary Algorithms. GECCO Companion Ahmer Khan, Kalyanmoy Deb
2023	J	`jnl`	Pure and mixed lexicographic-paretian many-objective optimization: state of the art. Nat. Comput. Leonardo Lai, Lorenzo Fiaschi, Marco Cococcioni, Kalyanmoy Deb
2023	C	`conf`	RegEMO: Sacrificing Pareto-Optimality for Regularity in Multi-objective Problem-Solving. EMO Ritam Guha, Kalyanmoy Deb
2023	A*	`conf`	Revisiting Residual Networks for Adversarial Robustness. CVPR Shihua Huang, Zhichao Lu, Kalyanmoy Deb, Vishnu Naresh Boddeti
2023	B	`conf`	Utilizing Innovization to Solve Large-Scale Multi-Objective Chesapeake Bay Watershed Problem. CEC Gregorio Toscano, Hoda Razavi, A. Pouyan Nejadhashemi, Kalyanmoy Deb, Lewis C. Linker
2023	J	`jnl`	Visualization and analysis of Pareto-optimal fronts using interpretable self-organizing map (iSOM). Swarm Evol. Comput. Deepak Nagar, Palaniappan Ramu, Kalyanmoy Deb
2023	J	`jnl`	Visualization-aided multi-criteria decision-making using interpretable self-organizing maps. Eur. J. Oper. Res. Deepanshu Yadav, Deepak Nagar, Palaniappan Ramu, Kalyanmoy Deb
2022	J	`jnl`	A Learning-based ACM Trans. Evol. Learn. Optim. Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb, Erik D. Goodman
2022	J	`jnl`	A Survey on Evaluation Metrics for Synthetic Material Micro-Structure Images from Generative Models. CoRR Devesh Shah, Anirudh Suresh, Alemayehu Admasu, Devesh Upadhyay, Kalyanmoy Deb
2022	—	`conf`	A computationally fast but approximate MIP-DoM calculation for multi-objective optimization. GECCO Companion Claudio Lucio do Val Lopes, Flávio Vinícius Cruzeiro Martins, Elizabeth F. Wanner, Kalyanmoy Deb
2022	J	`jnl`	A customized genetic algorithm for bi-objective routing in a dynamic network. Eur. J. Oper. Res. Alaleh Maskooki, Kalyanmoy Deb, Markku Kallio
2022	J	`jnl`	A speciation-based bilevel niching method for multimodal truss design problems. J. Comb. Optim. Md. Jakirul Islam, Xiaodong Li, Kalyanmoy Deb
2022	J	`jnl`	An Interactive Knowledge-based Multi-objective Evolutionary Algorithm Framework for Practical Optimization Problems. CoRR Abhiroop Ghosh, Kalyanmoy Deb, Erik D. Goodman, Ronald C. Averill
2022	J	`jnl`	Analyzing Dominance Move (MIP-DoM) Indicator for Multiobjective and Many-Objective Optimization. IEEE Trans. Evol. Comput. Claudio Lucio do Val Lopes, Flávio Vinícius Cruzeiro Martins, Elizabeth Fialho Wanner, Kalyanmoy Deb
2022	J	`jnl`	Approximations for Pareto and Proper Pareto solutions and their KKT conditions. Math. Methods Oper. Res. Poonam Kesarwani, Pradyumn Kumar Shukla, Joydeep Dutta, Kalyanmoy Deb
2022	J	`jnl`	Benefits of sparse population sampling in multi-objective evolutionary computing for large-Scale sparse optimization problems. Swarm Evol. Comput. Ian Kropp, A. Pouyan Nejadhashemi, Kalyanmoy Deb
2022	J	`jnl`	Enhanced Innovized Progress Operator for Evolutionary Multi- and Many-Objective Optimization. IEEE Trans. Evol. Comput. Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb, Erik D. Goodman
2022	J	`jnl`	GPSAF: A Generalized Probabilistic Surrogate-Assisted Framework for Constrained Single- and Multi-objective Optimization. CoRR Julian Blank, Kalyanmoy Deb
2022	J	`jnl`	Handling constrained multi-objective optimization problems with heterogeneous evaluation times: proof-of-principle results. Memetic Comput. Julian Blank, Kalyanmoy Deb
2022	J	`jnl`	Image-based benchmarking and visualization for large-scale global optimization. Appl. Intell. Kyle Robert Harrison, Azam Asilian Bidgoli, Shahryar Rahnamayan, Kalyanmoy Deb
2022	B	`conf`	Large-scale Multi-objective Optimization for Water Quality in Chesapeake Bay Watershed. CEC Gregorio Toscano, Juan Sebastian Hernandez-Suarez, Julian Blank, A. Pouyan Nejadhashemi, Kalyanmoy Deb, Lewis C. Linker
2022	J	`jnl`	Machine learning-based framework to cover optimal Pareto-front in many-objective optimization. Complex Intell. Syst. Azam Asilian Bidgoli, Shahryar Rahnamayan, Mehmet Bilgehan Erdem, Zekiye Erdem, Amin Ibrahim, Kalyanmoy Deb, Ali Grami
2022	J	`jnl`	Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment. CoRR Zhichao Lu, Ran Cheng, Yaochu Jin, Kay Chen Tan, Kalyanmoy Deb
2022	J	`jnl`	Optimal Design of Electric Machine with Efficient Handling of Constraints and Surrogate Assistance. CoRR Bhuvan Khoshoo, Julian Blank, Thang Q. Pham, Kalyanmoy Deb, Shanelle N. Foster
2022	B	`conf`	Parameter Tuning and Control: A Case Study on Differential Evolution With Polynomial Mutation. CEC Julian Blank, Kalyanmoy Deb
2022	J	`jnl`	Revisiting Residual Networks for Adversarial Robustness: An Architectural Perspective. CoRR Shihua Huang, Zhichao Lu, Kalyanmoy Deb, Vishnu Naresh Boddeti
2022	J	`jnl`	Variable Functioning and Its Application to Large Scale Steel Frame Design Optimization. CoRR Amir H. Gandomi, Kalyanmoy Deb, Ronald C. Averill, Shahryar Rahnamayan, Mohammad Nabi Omidvar
2022	—	`conf`	Visualization-aided Multi-criterion Decision-making Using Reference Direction Based Pareto Race. SSCI Deepanshu Yadav, Palaniappan Ramu, Kalyanmoy Deb
2022	J	`jnl`	pysamoo: Surrogate-Assisted Multi-Objective Optimization in Python. CoRR Julian Blank, Kalyanmoy Deb
2021	J	`jnl`	A new gradient free local search mechanism for constrained multi-objective optimization problems. Swarm Evol. Comput. Lourdes Uribe, Adriana Lara, Kalyanmoy Deb, Oliver Schütze
2021	J	`jnl`	A non-dominated sorting based customized random-key genetic algorithm for the bi-objective traveling thief problem. J. Heuristics Jonatas B. C. Chagas, Julian Blank, Markus Wagner, Marcone J. F. Souza, Kalyanmoy Deb
2021	J	`jnl`	A novel multi-objective model calibration method for ecohydrological applications. Environ. Model. Softw. Juan Sebastian Hernandez-Suarez, A. Pouyan Nejadhashemi, Kalyanmoy Deb
2021	B	`conf`	Aggregation or Selection? Clustering Many Objectives for Vehicle Routing Problem with Demand Responsive Transport. CEC Renan Santos Mendes, Elizabeth F. Wanner, Flávio V. C. Martins, Kalyanmoy Deb
2021	—	`conf`	An approximate MIP-DoM calculation for multi-objective optimization using affinity propagation clustering algorithm. GECCO Companion Claudio Lucio do Val Lopes, Flávio V. C. Martins, Elizabeth F. Wanner, Kalyanmoy Deb
2021	J	`jnl`	An improved visual analytics framework for high-dimensional pareto-optimal front: a case for multi-objective portfolio optimization. J. Bank. Financial Technol. A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb
2021	C	`conf`	Combining User Knowledge and Online Innovization for Faster Solution to Multi-objective Design Optimization Problems. EMO Abhiroop Ghosh, Kalyanmoy Deb, Ronald C. Averill, Erik D. Goodman
2021	C	`conf`	Constrained Bi-objective Surrogate-Assisted Optimization of Problems with Heterogeneous Evaluation Times: Expensive Objectives and Inexpensive Constraints. EMO Julian Blank, Kalyanmoy Deb
2021	J	`jnl`	Effect of Objective Normalization and Penalty Parameter on Penalty Boundary Intersection Decomposition-Based Evolutionary Many-Objective Optimization Algorithms. Evol. Comput. Lei Chen, Kalyanmoy Deb, Hai-Lin Liu, Qingfu Zhang
2021	C	`conf`	Embedding a Repair Operator in Evolutionary Single and Multi-objective Algorithms - An Exploitation-Exploration Perspective. EMO Kalyanmoy Deb, Sukrit Mittal, Dhish Kumar Saxena, Erik D. Goodman
2021	B	`conf`	Ensembled Crossover based Evolutionary Algorithm for Single and Multi-objective Optimization. CEC Shreya Sharma, Julian Blank, Kalyanmoy Deb, Bijaya Ketan Panigrahi
2021	J	`jnl`	Evolutionary Multi-Objective Optimization Algorithm for Community Detection in Complex Social Networks. SN Comput. Sci. Tanveerulhuq Shaik, Vadlamani Ravi, Kalyanmoy Deb
2021	—	`conf`	Evolutionary multi- and many-objective optimization: methodologies, applications and demonstration. GECCO Companion Kalyanmoy Deb, Julian Blank
2021	J	`jnl`	Generating Well-Spaced Points on a Unit Simplex for Evolutionary Many-Objective Optimization. IEEE Trans. Evol. Comput. Julian Blank, Kalyanmoy Deb, Yashesh D. Dhebar, Sunith Bandaru, Haitham Seada
2021	C	`conf`	Handling Priority Levels in Mixed Pareto-Lexicographic Many-Objective Optimization Problems. EMO Leonardo Lai, Lorenzo Fiaschi, Marco Cococcioni, Kalyanmoy Deb
2021	—	`conf`	Interpretable AI Agent Through Nonlinear Decision Trees for Lane Change Problem. SSCI Abhiroop Ghosh, Yashesh D. Dhebar, Ritam Guha, Kalyanmoy Deb, Subramanya Nageshrao, Ling Zhu, H. Eric Tseng, Dimitar P. Filev
2021	J	`jnl`	Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems. IEEE Trans. Cybern. Yashesh D. Dhebar, Kalyanmoy Deb
2021	C	`conf`	Interpretable Self-Organizing Maps (iSOM) for Visualization of Pareto Front in Multiple Objective Optimization. EMO Deepak Nagar, Palaniappan Ramu, Kalyanmoy Deb
2021	B	`conf`	Multi-objective Coevolution and Decision-making for Cooperative and Competitive Environments. CEC Anirudh Suresh, Jaturong Kongmanee, Kalyanmoy Deb, Vishnu Naresh Boddeti
2021	—	`ch.`	Multimodal Optimization by Evolution Strategies with Repelling Subpopulations. Metaheuristics for Finding Multiple Solutions Ali Ahrari, Kalyanmoy Deb
2021	J	`jnl`	Multiobjective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification. IEEE Trans. Evol. Comput. Zhichao Lu, Ian Whalen, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti
2021	J	`jnl`	Neural Architecture Transfer. IEEE Trans. Pattern Anal. Mach. Intell. Zhichao Lu, Gautam Sreekumar, Erik D. Goodman, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti
2021	J	`jnl`	Online clustering reduction based on parametric and non-parametric correlation for a many-objective vehicle routing problem with demand responsive transport. Expert Syst. Appl. Renan Santos Mendes, Victoria Lush, Elizabeth F. Wanner, Flávio V. C. Martins, João F. M. Sarubbi, Kalyanmoy Deb
2021	—	`conf`	Optimized Electric Machine Design Solutions with Efficient Handling of Constraints. SSCI Bhuvan Khoshoo, Julian Blank, Thang Pham, Kalyanmoy Deb, Shanelle Foster
2021	A	`conf`	PSAF: a probabilistic surrogate-assisted framework for single-objective optimization. GECCO Julian Blank, Kalyanmoy Deb
2021	J	`jnl`	Reference point based evolutionary multi-objective optimization algorithms with convergence properties using KKTPM and ASF metrics. J. Heuristics Mohamed Abouhawwash, Kalyanmoy Deb
2021	J	`jnl`	Solving Mixed Pareto-Lexicographic Multiobjective Optimization Problems: The Case of Priority Levels. IEEE Trans. Evol. Comput. Leonardo Lai, Lorenzo Fiaschi, Marco Cococcioni, Kalyanmoy Deb
2021	J	`jnl`	Solving the maximum edge disjoint path problem using a modified Lagrangian particle swarm optimisation hybrid. Eur. J. Oper. Res. Jake Weiner, Andreas T. Ernst, Xiaodong Li, Yuan Sun, Kalyanmoy Deb
2021	C	`conf`	The (M-1)+1 Framework of Relaxed Pareto Dominance for Evolutionary Many-Objective Optimization. EMO Shuwei Zhu, Lihong Xu, Erik D. Goodman, Kalyanmoy Deb, Zhichao Lu
2021	C	`conf`	Towards Multi-objective Co-evolutionary Problem Solving. EMO Anirudh Suresh, Kalyanmoy Deb, Vishnu Naresh Boddeti
2021	—	`conf`	Visualization-based Multi-Criterion Decision Making with NIMBUS Method Using Palette Viz. SSCI Kalyanmoy Deb, A. K. M. Khaled Ahsan Talukder
2020	B	`conf`	A Large-scale Bi-objective Optimization of Solid Rocket Motors Using Innovization. CEC Abhiroop Ghosh, Erik D. Goodman, Kalyanmoy Deb, Ronald C. Averill, Alejandro Diaz
2020	J	`jnl`	A Non-Dominated Sorting Based Customized Random-Key Genetic Algorithm for the Bi-Objective Traveling Thief Problem. CoRR Jonatas B. C. Chagas, Julian Blank, Markus Wagner, Marcone J. F. Souza, Kalyanmoy Deb
2020	B	`conf`	A Running Performance Metric and Termination Criterion for Evaluating Evolutionary Multi- and Many-objective Optimization Algorithms. CEC Julian Blank, Kalyanmoy Deb
2020	B	`conf`	A Unified Automated Innovization Framework Using Threshold-based Clustering. CEC Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb
2020	—	`conf`	A generic and computationally efficient automated innovization method for power-law design rules. GECCO Companion Kanish Garg, Anish Mukherjee, Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb
2020	J	`jnl`	A genetic algorithm with local search for solving single-source single-sink nonlinear non-convex minimum cost flow problems. Soft Comput. Behrooz Ghasemishabankareh, Melih Ozlen, Xiaodong Li, Kalyanmoy Deb
2020	J	`jnl`	A novel selection mechanism for evolutionary algorithms with metameric variable-length representations. Soft Comput. Matt Ryerkerk, Ronald C. Averill, Kalyanmoy Deb, Erik D. Goodman
2020	J	`jnl`	A smooth proximity measure for optimality in multi-objective optimization using Benson's method. Comput. Oper. Res. Mohamed Abouhawwash, Mohamed A. Jameel, Kalyanmoy Deb
2020	J	`jnl`	Analyzing Dominance Move (MIP-DoM) Indicator for Multi- and Many-objective Optimization. CoRR Claudio Lucio do Val Lopes, Flávio Vinícius Cruzeiro Martins, Elizabeth Fialho Wanner, Kalyanmoy Deb
2020	J	`jnl`	Bilevel optimization based on iterative approximation of multiple mappings. J. Heuristics Ankur Sinha, Zhichao Lu, Kalyanmoy Deb, Pekka Malo
2020	J	`jnl`	Difficulty Adjustable and Scalable Constrained Multiobjective Test Problem Toolkit. Evol. Comput. Zhun Fan, Wenji Li, Xinye Cai, Hui Li, Caimin Wei, Qingfu Zhang, Kalyanmoy Deb, Erik D. Goodman
2020	J	`jnl`	Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multiobjective Optimization Using Reference Points. IEEE Trans. Evol. Comput. Ke Li, Minhui Liao, Kalyanmoy Deb, Geyong Min, Xin Yao
2020	—	`conf`	Dynamic vessel-to-vessel routing using level-wise evolutionary optimization. GECCO Companion Yash Vesikar, Julian Blank, Kalyanmoy Deb, Markku Kallio, Alaleh Maskooki
2020	J	`jnl`	Energy-aware whale optimization algorithm for real-time task scheduling in multiprocessor systems. Appl. Soft Comput. Mohamed Abdel-Basset, Doaa El-Shahat, Kalyanmoy Deb, Mohamed Abouhawwash
2020	J	`jnl`	Enhanced Innovized Repair Operator for Evolutionary Multi- and Many-objective Optimization. CoRR Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb, Erik D. Goodman
2020	—	`conf`	Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods. SSCI Yashesh D. Dhebar, Sparsh Gupta, Kalyanmoy Deb
2020	J	`jnl`	Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods. CoRR Yashesh D. Dhebar, Sparsh Gupta, Kalyanmoy Deb
2020	J	`jnl`	Evolutionary Multi Objective Optimization Algorithm for Community Detection in Complex Social Networks. CoRR Shaik Tanveer Ul Huq, Vadlamani Ravi, Kalyanmoy Deb
2020	—	`conf`	Evolutionary multi-objective optimization: past, present and future. GECCO Companion Kalyanmoy Deb
2020	A	`conf`	Gap finding and validation in evolutionary multi- and many-objective optimization. GECCO Pablo Valledor Pellicer, Miguel Iglesias Escudero, Silvino Fernández Alzueta, Kalyanmoy Deb
2020	J	`jnl`	Image-Based Benchmarking and Visualization for Large-Scale Global Optimization. CoRR Kyle Robert Harrison, Azam Asilian Bidgoli, Shahryar Rahnamayan, Kalyanmoy Deb
2020	J	`jnl`	Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems. CoRR Yashesh D. Dhebar, Kalyanmoy Deb
2020	J	`jnl`	Interpretable-AI Policies using Evolutionary Nonlinear Decision Trees for Discrete Action Systems. CoRR Yashesh D. Dhebar, Kalyanmoy Deb, Subramanya Nageshrao, Ling Zhu, Dimitar P. Filev
2020	J	`jnl`	Investigating the equivalence between PBI and AASF scalarization for multi-objective optimization. Swarm Evol. Comput. Hemant Kumar Singh, Kalyanmoy Deb
2020	—	`conf`	Learning-based multi-objective optimization through ANN-assisted online GECCO Companion Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb
2020	A*	`conf`	MUXConv: Information Multiplexing in Convolutional Neural Networks. CVPR Zhichao Lu, Kalyanmoy Deb, Vishnu Naresh Boddeti
2020	J	`jnl`	MUXConv: Information Multiplexing in Convolutional Neural Networks. CoRR Zhichao Lu, Kalyanmoy Deb, Vishnu Naresh Boddeti
2020	J	`jnl`	Many-Objective Software Remodularization using NSGA-III. CoRR Mohamed Wiem Mkaouer, Marouane Kessentini, Adnan Shaout, Patrice Koligheu, Slim Bechikh, Kalyanmoy Deb, Ali Ouni
2020	A*	`conf`	NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm (Extended Abstract). IJCAI Zhichao Lu, Ian Whalen, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti
2020	J	`jnl`	NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search. CoRR Zhichao Lu, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti
2020	—	`conf`	NSGANetV2: Evolutionary Multi-objective Surrogate-Assisted Neural Architecture Search. ECCV (1) Zhichao Lu, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti
2020	J	`jnl`	Neural Architecture Transfer. CoRR Zhichao Lu, Gautam Sreekumar, Erik D. Goodman, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti
2020	—	`conf`	PaletteStarViz: a visualization method for multi-criteria decision making from high-dimensional pareto-optimal front. GECCO Companion A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb
2020	—	`conf`	PaletteViz with Star-coordinates: An Improved Method for High-dimensional Pareto-optimal Front Visualization and Decision-making. SSCI A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb
2020	J	`jnl`	PaletteViz: A Visualization Method for Functional Understanding of High-Dimensional Pareto-Optimal Data-Sets to Aid Multi-Criteria Decision Making. IEEE Comput. Intell. Mag. A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb
2020	J	`jnl`	Pymoo: Multi-Objective Optimization in Python. IEEE Access Julian Blank, Kalyanmoy Deb
2020	C	`conf`	Rise of Evolutionary Multi-Objective Optimization: Algorithms and Applications. IJCCI Kalyanmoy Deb
2020	J	`jnl`	Search-Based Software Engineering for Self-Adaptive Systems: One Survey, Five Disappointments and Six Opportunities. CoRR Tao Chen, Miqing Li, Ke Li, Kalyanmoy Deb
2020	A	`conf`	Towards sustainable forest management strategies with MOEAs. GECCO Philipp Back, Antti Suominen, Pekka Malo, Olli Tahvonen, Julian Blank, Kalyanmoy Deb
2020	B	`conf`	Trend Mining 2.0: Automating the Discovery of Variable Trends in the Objective Space. CEC Henrik Smedberg, Sunith Bandaru, Amos H. C. Ng, Kalyanmoy Deb
2020	—	`conf`	Using gradient-free local search within MOEAs for the treatment of constrained MOPs. GECCO Companion Lourdes Uribe, Adriana Lara, Kalyanmoy Deb, Oliver Schütze
2020	—	`conf`	Worst-case conditional hardness and fast algorithms with random inputs for non-dominated sorting. GECCO Companion Sorrachai Yingchareonthawornchai, Proteek Chandan Roy, Bundit Laekhanukit, Eric Torng, Kalyanmoy Deb
2020	J	`jnl`	pymoo: Multi-objective Optimization in Python. CoRR Julian Blank, Kalyanmoy Deb
2019	B	`conf`	A Knowledge Discovery of Relationships among Dataset Entities Using Optimum Hierarchical Clustering by DE Algorithm. CEC Sedigheh Mahdavi, Shahryar Rahnamayan, Kalyanmoy Deb, Mitra Rahnamayan
2019	B	`conf`	A Novel Pareto-VIKOR Index for Ranking Scientists' Publication Impacts: A Case Study on Evolutionary Computation Researchers. CEC Azam Asilian Bidgoli, Shahryar Rahnamayan, Sedigheh Mahdavi, Kalyanmoy Deb
2019	J	`jnl`	A Taxonomy for Metamodeling Frameworks for Evolutionary Multiobjective Optimization. IEEE Trans. Evol. Comput. Kalyanmoy Deb, Rayan Hussein, Proteek Chandan Roy, Gregorio Toscano Pulido
2019	—	`conf`	A parametric investigation of PBI and AASF scalarizations. GECCO (Companion) Hemant Kumar Singh, Kalyanmoy Deb
2019	J	`jnl`	A survey of evolutionary algorithms using metameric representations. Genet. Program. Evolvable Mach. Matt Ryerkerk, Ronald C. Averill, Kalyanmoy Deb, Erik D. Goodman
2019	J	`jnl`	An Efficient Nondominated Sorting Algorithm for Large Number of Fronts. IEEE Trans. Cybern. Proteek Chandan Roy, Kalyanmoy Deb, Md. Monirul Islam
2019	J	`jnl`	Analysis and multi-objective optimization of a kind of teaching manipulator. Swarm Evol. Comput. Zhun Fan, Yugen You, Xinye Cai, Haodong Zheng, Guijie Zhu, Wenji Li, Akhil Garg, Kalyanmoy Deb, Erik D. Goodman
2019	J	`jnl`	CHIP: Constraint Handling with Individual Penalty approach using a hybrid evolutionary algorithm. Neural Comput. Appl. Rituparna Datta, Kalyanmoy Deb, Jong-Hwan Kim
2019	J	`jnl`	Comparison between MOEA/D and NSGA-III on a set of novel many and multi-objective benchmark problems with challenging difficulties. Swarm Evol. Comput. Hui Li, Kalyanmoy Deb, Qingfu Zhang, Ponnuthurai N. Suganthan, Lei Chen
2019	J	`jnl`	Crop yield simulation optimization using precision irrigation and subsurface water retention technology. Environ. Model. Softw. Proteek Chandan Roy, Andrey K. Guber, Mohammad Abouali, A. Pouyan Nejadhashemi, Kalyanmoy Deb, Alvin J. M. Smucker
2019	J	`jnl`	Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multi-Objective Optimisation Using Reference Points. CoRR Ke Li, Minhui Liao, Kalyanmoy Deb, Geyong Min, Xin Yao
2019	C	`ed.`	Evolutionary Multi-Criterion Optimization - 10th International Conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019, Proceedings EMO Kalyanmoy Deb, Erik D. Goodman, Carlos A. Coello Coello, Kathrin Klamroth, Kaisa Miettinen, Sanaz Mostaghim, Patrick M. Reed
2019	J	`jnl`	Explicit Control of Implicit Parallelism in Decomposition-Based Evolutionary Many-Objective Optimization Algorithms [Research Frontier]. IEEE Comput. Intell. Mag. Lei Chen, Kalyanmoy Deb, Hai-Lin Liu
2019	C	`conf`	Generating Uniformly Distributed Points on a Unit Simplex for Evolutionary Many-Objective Optimization. EMO Kalyanmoy Deb, Sunith Bandaru, Haitham Seada
2019	C	`conf`	Investigating the Normalization Procedure of NSGA-III. EMO Julian Blank, Kalyanmoy Deb, Proteek Chandan Roy
2019	J	`jnl`	Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks. CoRR Zhichao Lu, Ian Whalen, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti
2019	J	`jnl`	Multiphase Balance of Diversity and Convergence in Multiobjective Optimization. IEEE Trans. Evol. Comput. Haitham Seada, Mohamed Abouhawwash, Kalyanmoy Deb
2019	A	`conf`	NSGA-Net: neural architecture search using multi-objective genetic algorithm. GECCO Zhichao Lu, Ian Whalen, Vishnu Boddeti, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf
2019	—	`conf`	Optimisation of crop configuration using NSGA-III with categorical genetic operators. GECCO (Companion) Oskar Marko, Dejan Pavlovic, Vladimir S. Crnojevic, Kalyanmoy Deb
2019	J	`jnl`	Push and pull search for solving constrained multi-objective optimization problems. Swarm Evol. Comput. Zhun Fan, Wenji Li, Xinye Cai, Hui Li, Caimin Wei, Qingfu Zhang, Kalyanmoy Deb, Erik D. Goodman
2019	C	`conf`	Simulation Optimization of Water Usage and Crop Yield Using Precision Irrigation. EMO Proteek Chandan Roy, Andrey K. Guber, Mohammad Abouali, A. Pouyan Nejadhashemi, Kalyanmoy Deb, Alvin J. M. Smucker
2019	C	`conf`	Trust-Region Based Multi-objective Optimization for Low Budget Scenarios. EMO Proteek Chandan Roy, Rayan Hussein, Julian Blank, Kalyanmoy Deb
2019	J	`jnl`	Using Karush-Kuhn-Tucker proximity measure for solving bilevel optimization problems. Swarm Evol. Comput. Ankur Sinha, Tharo Soun, Kalyanmoy Deb
2019	J	`jnl`	Using semi-independent variables to enhance optimization search. Expert Syst. Appl. Amir H. Gandomi, Kalyanmoy Deb, Ronald C. Averill, Shahryar Rahnamayan, Mohammad Nabi Omidvar
2019	J	`jnl`	Variable-Length Pareto Optimization via Decomposition-Based Evolutionary Multiobjective Algorithm. IEEE Trans. Evol. Comput. Hui Li, Kalyanmoy Deb, Qingfu Zhang
2018	J	`jnl`	3D-RadVis Antenna: Visualization and performance measure for many-objective optimization. Swarm Evol. Comput. Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb
2018	J	`jnl`	A Novel Class of Test Problems for Performance Evaluation of Niching Methods. IEEE Trans. Evol. Comput. Ali Ahrari, Kalyanmoy Deb
2018	J	`jnl`	A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications. IEEE Trans. Evol. Comput. Ankur Sinha, Pekka Malo, Kalyanmoy Deb
2018	—	`conf`	A Topologically Consistent Visualization of High Dimensional Pareto-front for Multi-Criteria Decision Making. SSCI A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb
2018	J	`jnl`	Adaptively Allocating Search Effort in Challenging Many-Objective Optimization Problems. IEEE Trans. Evol. Comput. Hai-Lin Liu, Lei Chen, Qingfu Zhang, Kalyanmoy Deb
2018	B	`conf`	Balancing Survival of Feasible and Infeasible Solutions in Constraint Evolutionary Optimization Algorithms. CEC Zhichao Lu, Kalyanmoy Deb, Hemant K. Singh
2018	B	`conf`	Bilevel Optimization Based on Kriging Approximations of Lower Level Optimal Value Function. CEC Ankur Sinha, Samish Bedi, Kalyanmoy Deb
2018	—	`conf`	Design of an Adaptive Push-Repel Operator for Enhancing Convergence in Genetic Algorithms. SSCI Yashesh D. Dhebar, Kalyanmoy Deb
2018	J	`jnl`	Distributed approaches for reference-point-based multi-objective hybrid problems. Inf. Sci. Okkes Tolga Altinöz, Kalyanmoy Deb, Asim Egemen Yilmaz
2018	—	`conf`	Enhanced Correlation Matrix Based Visualization for Multi- and Many-objective optimization. SSCI Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb
2018	J	`jnl`	Evaluation of the migrated solutions for distributing reference point-based multi-objective optimization algorithms. Inf. Sci. Okkes Tolga Altinöz, Kalyanmoy Deb, Asim Egemen Yilmaz
2018	—	`conf`	Evolving and Comparing Greenhouse Control Strategies using Model-Based Multi-Objective Optimization. SSCI José R. Llera, Kalyanmoy Deb, Erik S. Runkle, Lihong Xu, Erik D. Goodman
2018	J	`jnl`	Guest Editorial Special Issue on Search-Based Software Engineering. IEEE Trans. Evol. Comput. Federica Sarro, Marouane Kessentini, Kalyanmoy Deb
2018	J	`jnl`	Guest Editorial for the 8 Inf. Softw. Technol. Federica Sarro, Kalyanmoy Deb, Marouane Kessentini
2018	J	`jnl`	Handling Multiple Scenarios in Evolutionary Multiobjective Numerical Optimization. IEEE Trans. Evol. Comput. Kalyanmoy Deb, Ling Zhu, Sandeep S. Kulkarni
2018	J	`jnl`	Improving the performance of genetic algorithms for land-use allocation problems. Int. J. Geogr. Inf. Sci. Jonas Schwaab, Kalyanmoy Deb, Erik D. Goodman, Sven Lautenbach, Maarten van Strien, Adrienne Grêt-Regamey
2018	J	`jnl`	Late parallelization and feedback approaches for distributed computation of evolutionary multi-objective optimization algorithms. Neural Comput. Appl. Okkes Tolga Altinöz, Kalyanmoy Deb
2018	J	`jnl`	Modeling and Multi-objective Optimization of a Kind of Teaching Manipulator. CoRR Zhun Fan, Yugen You, Haodong Zheng, Guijie Zhu, Wenji Li, Shen Chen, Kalyanmoy Deb, Erik D. Goodman
2018	J	`jnl`	NSGA-NET: A Multi-Objective Genetic Algorithm for Neural Architecture Search. CoRR Zhichao Lu, Ian Whalen, Vishnu Boddeti, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf
2018	—	`ch.`	Non-dominated Sorting Based Multi/Many-Objective Optimization: Two Decades of Research and Application. Multi-Objective Optimization Haitham Seada, Kalyanmoy Deb
2018	J	`jnl`	Opposition based learning: A literature review. Swarm Evol. Comput. Sedigheh Mahdavi, Shahryar Rahnamayan, Kalyanmoy Deb
2018	J	`jnl`	R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multiobjective Optimization Using Reference Points. IEEE Trans. Evol. Comput. Ke Li, Kalyanmoy Deb, Xin Yao
2018	—	`conf`	Reference Point Based NSGA-III for Preferred Solutions. SSCI Yash Vesikar, Kalyanmoy Deb, Julian Blank
2018	J	`jnl`	Reference point based evolutionary multi-objective optimization with dynamic resampling for production systems improvement. J. Syst. Inf. Technol. Amos H. C. Ng, Florian Siegmund, Kalyanmoy Deb
2018	—	`conf`	Switching Between Metamodeling Frameworks for Efficient Multi-Objective Optimization. SSCI Rayan Hussein, Proteek Chandan Roy, Kalyanmoy Deb
2018	—	`conf`	Trust-region based algorithms with low-budget for multi-objective optimization. GECCO (Companion) Proteek Chandan Roy, Julian Blank, Rayan Hussein, Kalyanmoy Deb
2018	—	`conf`	Tutorials at PPSN 2018. PPSN (2) Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang
2018	J	`jnl`	Uncertainty Handling in Bilevel Optimization for Robust and Reliable Solutions. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Zhichao Lu, Kalyanmoy Deb, Ankur Sinha
2018	—	`conf`	Visualization of the boundary solutions of high dimensional pareto front from a decision maker's perspective. GECCO (Companion) A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb, Julian Blank
2017	C	`conf`	A Comparative Study of Fast Adaptive Preference-Guided Evolutionary Multi-objective Optimization. EMO Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb
2017	J	`jnl`	A Computationally Fast Convergence Measure and Implementation for Single-, Multiple-, and Many-Objective Optimization. IEEE Trans. Emerg. Top. Comput. Intell. Kalyanmoy Deb, Mohamed Abouhawwash, Haitham Seada
2017	J	`jnl`	A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications. CoRR Ankur Sinha, Pekka Malo, Kalyanmoy Deb
2017	B	`conf`	A bi-objective hybrid constrained optimization (HyCon) method using a multi-objective and penalty function approach. CEC Rituparna Datta, Kalyanmoy Deb, Aviv Segev
2017	—	`conf`	A computationally fast multimodal optimization with push enabled genetic algorithm. GECCO (Companion) Yashesh D. Dhebar, Kalyanmoy Deb
2017	J	`jnl`	A population-based fast algorithm for a billion-dimensional resource allocation problem with integer variables. Eur. J. Oper. Res. Kalyanmoy Deb, Christie Myburgh
2017	J	`jnl`	A robust multi-objective approach to balance severity and importance of refactoring opportunities. Empir. Softw. Eng. Mohamed Wiem Mkaouer, Marouane Kessentini, Mel Ó Cinnéide, Shinpei Hayashi, Kalyanmoy Deb
2017	J	`jnl`	Approximated set-valued mapping approach for handling multiobjective bilevel problems. Comput. Oper. Res. Ankur Sinha, Pekka Malo, Kalyanmoy Deb
2017	B	`conf`	Challenges for evolutionary multiobjective optimization algorithms in solving variable-length problems. CEC Hui Li, Kalyanmoy Deb
2017	C	`conf`	Classifying Metamodeling Methods for Evolutionary Multi-objective Optimization: First Results. EMO Kalyanmoy Deb, Rayan Hussein, Proteek Chandan Roy, Gregorio Toscano
2017	A	`conf`	Constraint handling in efficient global optimization. GECCO Samineh Bagheri, Wolfgang Konen, Richard Allmendinger, Jürgen Branke, Kalyanmoy Deb, Jonathan E. Fieldsend, Domenico Quagliarella, Karthik Sindhya
2017	J	`jnl`	Data mining methods for knowledge discovery in multi-objective optimization: Part A - Survey. Expert Syst. Appl. Sunith Bandaru, Amos H. C. Ng, Kalyanmoy Deb
2017	J	`jnl`	Data mining methods for knowledge discovery in multi-objective optimization: Part B - New developments and applications. Expert Syst. Appl. Sunith Bandaru, Amos H. C. Ng, Kalyanmoy Deb
2017	—	`conf`	Effect of a Push Operator in Genetic Algorithms for Multimodal Optimization. CICBA (1) Yashesh D. Dhebar, Kalyanmoy Deb
2017	B	`conf`	Effect of size and order of variables in rules for multi-objective repair-based innovization procedure. CEC Abhinav Gaur, Kalyanmoy Deb
2017	J	`jnl`	Efficient Nondomination Level Update Method for Steady-State Evolutionary Multiobjective Optimization. IEEE Trans. Cybern. Ke Li, Kalyanmoy Deb, Qingfu Zhang, Qiang Zhang
2017	C	`conf`	Empirical Investigations of Reference Point Based Methods When Facing a Massively Large Number of Objectives: First Results. EMO Ke Li, Kalyanmoy Deb, Okkes Tolga Altinöz, Xin Yao
2017	B	`conf`	Enhancing clearing-based niching method using Delaunay Triangulation. CEC Shivam Kalra, Shahryar Rahnamayan, Kalyanmoy Deb
2017	—	`ch.`	Evolutionary Bilevel Optimization: An Introduction and Recent Advances. Recent Advances in Evolutionary Multi-objective Optimization Ankur Sinha, Pekka Malo, Kalyanmoy Deb
2017	J	`jnl`	Evolutionary algorithm for bilevel optimization using approximations of the lower level optimal solution mapping. Eur. J. Oper. Res. Ankur Sinha, Pekka Malo, Kalyanmoy Deb
2017	B	`conf`	Evolutionary bilevel optimization using KKT proximity measure. CEC Ankur Sinha, Tharo Soun, Kalyanmoy Deb
2017	J	`jnl`	Financial time series prediction using hybrids of chaos theory, multi-layer perceptron and multi-objective evolutionary algorithms. Swarm Evol. Comput. Vadlamani Ravi, Dadabada Pradeepkumar, Kalyanmoy Deb
2017	—	`conf`	Finding near-optimum and diverse solutions for a large-scale engineering design problem. SSCI Abhinav Gaur, A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb, Santosh Tiwari, Simon Xu, Don Jones
2017	C	`conf`	Fusion of Many-Objective Non-dominated Solutions Using Reference Points. EMO Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb
2017	B	`conf`	Fusion-based hybrid many-objective optimization algorithm. CEC Amin Ibrahim, Miguel Vargas Martin, Shahryar Rahnamayan, Kalyanmoy Deb
2017	A	`conf`	Handling practicalities in agricultural policy optimization for water quality improvements. GECCO Bradley L. Barnhart, Zhichao Lu, Moriah Bostian, Ankur Sinha, Kalyanmoy Deb, Luba Kurkalova, Manoj Jha, Gerald Whittaker
2017	C	`conf`	Injection of Extreme Points in Evolutionary Multiobjective Optimization Algorithms. EMO A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb, Shahryar Rahnamayan
2017	J	`jnl`	Integration of Preferences in Decomposition Multi-Objective Optimization. CoRR Ke Li, Kalyanmoy Deb, Xin Yao
2017	J	`jnl`	Investigating the Effect of Imbalance Between Convergence and Diversity in Evolutionary Multiobjective Algorithms. IEEE Trans. Evol. Comput. Hai-Lin Liu, Lei Chen, Kalyanmoy Deb, Erik D. Goodman
2017	J	`jnl`	MORE: A multi-objective refactoring recommendation approach to introducing design patterns and fixing code smells. J. Softw. Evol. Process. Ali Ouni, Marouane Kessentini, Mel Ó Cinnéide, Houari A. Sahraoui, Kalyanmoy Deb, Katsuro Inoue
2017	A	`conf`	Metamodeling for multimodal selection functions in evolutionary multi-objective optimization. GECCO Proteek Chandan Roy, Rayan Hussein, Kalyanmoy Deb
2017	J	`jnl`	Multi-objective code-smells detection using good and bad design examples. Softw. Qual. J. Usman Mansoor, Marouane Kessentini, Bruce R. Maxim, Kalyanmoy Deb
2017	B	`conf`	Multi-objective optimization of cellular scanning strategy in selective laser melting. CEC Ali Ahrari, Kalyanmoy Deb, Sankhya Mohanty, Jesper Henri Hattel
2017	J	`jnl`	Multi-view refactoring of class and activity diagrams using a multi-objective evolutionary algorithm. Softw. Qual. J. Usman Mansoor, Marouane Kessentini, Manuel Wimmer, Kalyanmoy Deb
2017	J	`jnl`	Multimodal Optimization by Covariance Matrix Self-Adaptation Evolution Strategy with Repelling Subpopulations. Evol. Comput. Ali Ahrari, Kalyanmoy Deb, Mike Preuss
2017	A	`conf`	Multimodal truss structure design using bilevel and niching based evolutionary algorithms. GECCO Md. Jakirul Islam, Xiaodong Li, Kalyanmoy Deb
2017	J	`jnl`	Push and Pull Search for Solving Constrained Multi-objective Optimization Problems. CoRR Zhun Fan, Wenji Li, Xinye Cai, Hui Li, Caimin Wei, Qingfu Zhang, Kalyanmoy Deb, Erik D. Goodman
2017	—	`conf`	Recent advances in evolutionary multi-criterion optimization (EMO). GECCO (Companion) Kalyanmoy Deb
2017	J	`jnl`	Reducing the loss of agricultural productivity due to compact urban development in municipalities of Switzerland. Comput. Environ. Urban Syst. Jonas Schwaab, Kalyanmoy Deb, Erik D. Goodman, Sven Lautenbach, Maarten van Strien, Adrienne Grêt-Regamey
2017	J	`jnl`	Search-based detection of model level changes. Empir. Softw. Eng. Marouane Kessentini, Usman Mansoor, Manuel Wimmer, Ali Ouni, Kalyanmoy Deb
2017	J	`jnl`	Seeking Multiple Solutions: An Updated Survey on Niching Methods and Their Applications. IEEE Trans. Evol. Comput. Xiaodong Li, Michael G. Epitropakis, Kalyanmoy Deb, Andries P. Engelbrecht
2017	—	`conf`	Short versus long-term urban planning using multi-objective optimization. GECCO (Companion) Jonas Schwaab, Kalyanmoy Deb, Erik D. Goodman, Sven Lautenbach, Maarten van Strien, Adrienne Grêt-Regamey
2017	A	`conf`	Solving a supply-chain management problem using a bilevel approach. GECCO Zhichao Lu, Kalyanmoy Deb, Erik D. Goodman, John M. Wassick
2017	J	`jnl`	Solving metameric variable-length optimization problems using genetic algorithms. Genet. Program. Evolvable Mach. Matthew L. Ryerkerk, Ronald C. Averill, Kalyanmoy Deb, Erik D. Goodman
2017	C	`conf`	Solving the Bi-objective Traveling Thief Problem with Multi-objective Evolutionary Algorithms. EMO Julian Blank, Kalyanmoy Deb, Sanaz Mostaghim
2017	C	`conf`	Towards a Better Balance of Diversity and Convergence in NSGA-III: First Results. EMO Haitham Seada, Mohamed Abouhawwash, Kalyanmoy Deb
2017	—	`conf`	Towards an epigenetics-inspired control system for power dispatch problem. GECCO (Companion) Daniel J. Couvertier, Erik D. Goodman, Kalyanmoy Deb
2017	J	`jnl`	Towards faster convergence of evolutionary multi-criterion optimization algorithms using Karush Kuhn Tucker optimality based local search. Comput. Oper. Res. Mohamed Abouhawwash, Haitham Seada, Kalyanmoy Deb
2017	B	`conf`	Use of derived heuristics in improved performance of evolutionary optimization: An application to gold processing plant. CEC Christie Myburgh, Kalyanmoy Deb
2016	B	`conf`	3D-RadVis: Visualization of Pareto front in many-objective optimization. CEC Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb
2016	A	`conf`	A Generative Kriging Surrogate Model for Constrained and Unconstrained Multi-objective Optimization. GECCO Rayan Hussein, Kalyanmoy Deb
2016	J	`jnl`	A Unified Evolutionary Optimization Procedure for Single, Multiple, and Many Objectives. IEEE Trans. Evol. Comput. Haitham Seada, Kalyanmoy Deb
2016	B	`conf`	A ranking and selection strategy for preference-based evolutionary multi-objective optimization of variable-noise problems. CEC Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb
2016	—	`conf`	Adaptive Use of Innovization Principles for a Faster Convergence of Evolutionary Multi-Objective Optimization Algorithms. GECCO (Companion) Abhinav Gaur, Kalyanmoy Deb
2016	J	`jnl`	An Optimality Theory-Based Proximity Measure for Set-Based Multiobjective Optimization. IEEE Trans. Evol. Comput. Kalyanmoy Deb, Mohamed Abouhawwash
2016	B	`conf`	An evolutionary many-objective optimisation algorithm with adaptive region decomposition. CEC Hai-Lin Liu, Lei Chen, Qingfu Zhang, Kalyanmoy Deb
2016	—	`conf`	Best Order Sort: A New Algorithm to Non-dominated Sorting for Evolutionary Multi-objective Optimization. GECCO (Companion) Proteek Chandan Roy, Md. Monirul Islam, Kalyanmoy Deb
2016	A	`conf`	Breaking the Billion-Variable Barrier in Real-World Optimization Using a Customized Evolutionary Algorithm. GECCO Kalyanmoy Deb, Christie Myburgh
2016	B	`conf`	Center-based initialization of cooperative co-evolutionary algorithm for large-scale optimization. CEC Sedigheh Mahdavi, Shahryar Rahnamayan, Kalyanmoy Deb
2016	J	`jnl`	Difficulty Adjustable and Scalable Constrained Multi-objective Test Problem Toolkit. CoRR Zhun Fan, Wenji Li, Xinye Cai, Hui Li, Kaiwen Hu, Qingfu Zhang, Kalyanmoy Deb, Erik D. Goodman
2016	B	`conf`	EliteNSGA-III: An improved evolutionary many-objective optimization algorithm. CEC Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb
2016	J	`jnl`	Extracting from the relaxed for large-scale semi-continuous variable nondominated frontiers. J. Glob. Optim. Ralph E. Steuer, Markus Hirschberger, Kalyanmoy Deb
2016	A	`conf`	Finding Reliable Solutions in Bilevel Optimization Problems Under Uncertainties. GECCO Zhichao Lu, Kalyanmoy Deb, Ankur Sinha
2016	B	`conf`	Handling inverse optimal control problems using evolutionary bilevel optimization. CEC Varun Suryan, Ankur Sinha, Pekka Malo, Kalyanmoy Deb
2016	B	`conf`	High dimensional model representation for solving expensive multi-objective optimization problems. CEC Proteek Chandan Roy, Kalyanmoy Deb
2016	—	`conf`	Hybrid Dynamic Resampling Algorithms for Evolutionary Multi-objective Optimization of Invariant-Noise Problems. EvoApplications (2) Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb
2016	A	`conf`	Karush-Kuhn-Tucker Proximity Measure for Multi-Objective Optimization Based on Numerical Gradients. GECCO Mohamed Abouhawwash, Kalyanmoy Deb
2016	B	`conf`	Key challenges and future directions of dynamic multi-objective optimisation. CEC Mardé Helbig, Kalyanmoy Deb, Andries P. Engelbrecht
2016	—	`conf`	Maintaining Diversity in The Bounded Pareto-Set: A Case of Opposition Based Solution Generation Scheme. GECCO (Companion) A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb, Shahryar Rahnamayan
2016	J	`jnl`	Multi-Criteria Code Refactoring Using Search-Based Software Engineering: An Industrial Case Study. ACM Trans. Softw. Eng. Methodol. Ali Ouni, Marouane Kessentini, Houari A. Sahraoui, Katsuro Inoue, Kalyanmoy Deb
2016	J	`jnl`	On the use of many quality attributes for software refactoring: a many-objective search-based software engineering approach. Empir. Softw. Eng. Mohamed Wiem Mkaouer, Marouane Kessentini, Slim Bechikh, Mel Ó Cinnéide, Kalyanmoy Deb
2016	—	`conf`	Optimum Design of Artificial Lateral Line Systems for Object Tracking under Uncertain Conditions. GECCO (Companion) Ali Ahrari, Hong Lei, Montassar Aidi Sharif, Kalyanmoy Deb, Xiaobo Tan
2016	—	`conf`	Partial opposition-based learning using current best candidate solution. SSCI Sedigheh Mahdavi, Shahryar Rahnamayan, Kalyanmoy Deb
2016	B	`ed.`	Search Based Software Engineering - 8th International Symposium, SSBSE 2016, Raleigh, NC, USA, October 8-10, 2016, Proceedings SSBSE Federica Sarro, Kalyanmoy Deb
2016	J	`jnl`	Solving Bilevel Multicriterion Optimization Problems With Lower Level Decision Uncertainty. IEEE Trans. Evol. Comput. Ankur Sinha, Pekka Malo, Kalyanmoy Deb, Pekka J. Korhonen, Jyrki Wallenius
2016	B	`conf`	Solving optimistic bilevel programs by iteratively approximating lower level optimal value function. CEC Ankur Sinha, Pekka Malo, Kalyanmoy Deb
2016	J	`jnl`	Structural topology optimization using multi-objective genetic algorithm with constructive solid geometry representation. Appl. Soft Comput. Faez Ahmed, Kalyanmoy Deb, Bishakh Bhattacharya
2016	B	`conf`	Study of the approximation of the fitness landscape and the ranking process of scalarizing functions for many-objective problems. CEC Gregorio Toscano, Kalyanmoy Deb
2016	—	`conf`	Towards a Better Diversity of Evolutionary Multi-Criterion Optimization Algorithms using Local Searches. GECCO (Companion) Haitham Ahmed Seada, Mohamed Abouhawwash, Kalyanmoy Deb
2016	J	`jnl`	Uniform adaptive scaling of equality and inequality constraints within hybrid evolutionary-cum-classical optimization. Soft Comput. Rituparna Datta, Kalyanmoy Deb
2016	A	`conf`	Variable Interaction in Multi-objective Optimization Problems. PPSN Ke Li, Mohammad Nabi Omidvar, Kalyanmoy Deb, Xin Yao
2015	—	`conf`	A Multimodal Approach for Evolutionary Multi-objective Optimization (MEMO): Proof-of-Principle Results. EMO (1) Cem Celal Tutum, Kalyanmoy Deb
2015	J	`jnl`	A dual-population paradigm for evolutionary multiobjective optimization. Inf. Sci. Ke Li, Sam Kwong, Kalyanmoy Deb
2015	J	`jnl`	An Evolutionary Many-Objective Optimization Algorithm Based on Dominance and Decomposition. IEEE Trans. Evol. Comput. Ke Li, Kalyanmoy Deb, Qingfu Zhang, Sam Kwong
2015	—	`conf`	An Optimality Theory Based Proximity Measure for Evolutionary Multi-Objective and Many-Objective Optimization. EMO (2) Kalyanmoy Deb, Mohamed Abouhawwash, Joydeep Dutta
2015	B	`conf`	An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation. CEC Cem Celal Tutum, Andrey K. Guber, Kalyanmoy Deb, Alvin Smucker, A. Pouyan Nejadhashemi, Berna Kiraz
2015	B	`conf`	Design optimization of artificial lateral line system under uncertain conditions. CEC Ali Ahrari, Hong Lei, Montassar Aidi Sharif, Kalyanmoy Deb, Xiaobo Tan
2015	J	`jnl`	Development, analysis and applications of a quantitative methodology for assessing customer satisfaction using evolutionary optimization. Appl. Soft Comput. Sunith Bandaru, Abhinav Gaur, Kalyanmoy Deb, Vineet R. Khare, Rahul Chougule, Pulak Bandyopadhyay
2015	B	`conf`	Effect of selection operator on NSGA-III in single, multi, and many-objective optimization. CEC Haitham Seada, Kalyanmoy Deb
2015	—	`conf`	Elitist Quantum-Inspired Differential Evolution Based Wrapper for Feature Subset Selection. MIWAI Vadlamani Srikrishna, Rahul Ghosh, Vadlamani Ravi, Kalyanmoy Deb
2015	B	`conf`	Evolutionary multiobjective optimization with hybrid selection principles. CEC Ke Li, Kalyanmoy Deb, Qingfu Zhang
2015	J	`jnl`	Feasibility Preserving Constraint-Handling Strategies for Real Parameter Evolutionary Optimization. CoRR Nikhil Padhye, Pulkit Mittal, Kalyanmoy Deb
2015	J	`jnl`	Feasibility preserving constraint-handling strategies for real parameter evolutionary optimization. Comput. Optim. Appl. Nikhil Padhye, Pulkit Mittal, Kalyanmoy Deb
2015	J	`jnl`	Generalized higher-level automated innovization with application to inventory management. Eur. J. Oper. Res. Sunith Bandaru, Tehseen Aslam, Amos H. C. Ng, Kalyanmoy Deb
2015	B	`conf`	Handling decision variable uncertainty in bilevel optimization problems. CEC Zhichao Lu, Kalyanmoy Deb, Ankur Sinha
2015	—	`conf`	Hybrid Dynamic Resampling for Guided Evolutionary Multi-Objective Optimization. EMO (1) Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb
2015	J	`jnl`	Interrelationship-Based Selection for Decomposition Multiobjective Optimization. IEEE Trans. Cybern. Ke Li, Sam Kwong, Qingfu Zhang, Kalyanmoy Deb
2015	J	`jnl`	MOMM: Multi-objective model merging. J. Syst. Softw. Usman Mansoor, Marouane Kessentini, Philip Langer, Manuel Wimmer, Slim Bechikh, Kalyanmoy Deb
2015	J	`jnl`	Many-Objective Software Remodularization Using NSGA-III. ACM Trans. Softw. Eng. Methodol. Wiem Mkaouer, Marouane Kessentini, Adnan Shaout, Patrice Koligheu, Slim Bechikh, Kalyanmoy Deb, Ali Ouni
2015	J	`jnl`	Model transformation testing: a bi-level search-based software engineering approach. J. Softw. Evol. Process. Dilan Sahin, Marouane Kessentini, Manuel Wimmer, Kalyanmoy Deb
2015	—	`ch.`	Multi-Objective Evolutionary Algorithms. Handbook of Computational Intelligence Kalyanmoy Deb
2015	B	`conf`	Multi-scenario, multi-objective optimization using evolutionary algorithms: Initial results. CEC Kalyanmoy Deb, Ling Zhu, Sandeep S. Kulkarni
2015	B	`conf`	Reference point based distributed computing for multiobjective optimization. CEC Okkes Tolga Altinöz, Kalyanmoy Deb, Asim Egemen Yilmaz
2015	B	`conf`	Sensitivity analysis of Penalty-based Boundary Intersection on aggregation-based EMO algorithms. CEC Asad Mohammadi, Mohammad Nabi Omidvar, Xiaodong Li, Kalyanmoy Deb
2015	—	`conf`	Temporal Innovization: Evolution of Design Principles Using Multi-objective Optimization. EMO (1) Sunith Bandaru, Kalyanmoy Deb
2015	—	`conf`	Towards Understanding Bilevel Multi-objective Optimization with Deterministic Lower Level Decisions. EMO (1) Ankur Sinha, Pekka Malo, Kalyanmoy Deb
2015	B	`conf`	Towards an automated Innovization method for handling discrete search spaces. CEC Abhinav Gaur, Kalyanmoy Deb
2015	B	`conf`	Towards optimal ship design and valuable knowledge discovery under uncertain conditions. CEC Kalyanmoy Deb, Zhichao Lu, Chris B. McKesson, Cherie Courseault Trumbach, Larry DeCan
2015	B	`conf`	Transportation policy formulation as a multi-objective bilevel optimization problem. CEC Ankur Sinha, Pekka Malo, Kalyanmoy Deb
2015	—	`conf`	U-NSGA-III: A Unified Evolutionary Optimization Procedure for Single, Multiple, and Many Objectives: Proof-of-Principle Results. EMO (2) Haitham Seada, Kalyanmoy Deb
2015	B	`conf`	Unconstrained robust optimization using a descent-based crossover operator. CEC Ankur Sinha, Aleksi Porokka, Pekka Malo, Kalyanmoy Deb
2015	—	`conf`	Unwanted Feature Interactions Between the Problem and Search Operators in Evolutionary Multi-objective Optimization. EMO (1) Chad M. Byers, Betty H. C. Cheng, Kalyanmoy Deb
2014	A	`conf`	A bilevel optimization approach to automated parameter tuning. GECCO Ankur Sinha, Pekka Malo, Peng Xu, Kalyanmoy Deb
2014	B	`conf`	A review of hybrid evolutionary multiple criteria decision making methods. IEEE Congress on Evolutionary Computation Robin C. Purshouse, Kalyanmoy Deb, Maszatul M. Mansor, Sanaz Mostaghim, Rui Wang
2014	J	`jnl`	An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point Based Nondominated Sorting Approach, Part II: Handling Constraints and Extending to an Adaptive Approach. IEEE Trans. Evol. Comput. Himanshu Jain, Kalyanmoy Deb
2014	J	`jnl`	An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints. IEEE Trans. Evol. Comput. Kalyanmoy Deb, Himanshu Jain
2014	B	`conf`	An improved bilevel evolutionary algorithm based on Quadratic Approximations. IEEE Congress on Evolutionary Computation Ankur Sinha, Pekka Malo, Kalyanmoy Deb
2014	J	`jnl`	An integrated approach to automated innovization for discovering useful design principles: Case studies from engineering. Appl. Soft Comput. Kalyanmoy Deb, Sunith Bandaru, David Greiner, António Gaspar-Cunha, Cem Celal Tutum
2014	J	`jnl`	An interactive evolutionary multi-objective optimization algorithm with a limited number of decision maker calls. Eur. J. Oper. Res. Ankur Sinha, Pekka J. Korhonen, Jyrki Wallenius, Kalyanmoy Deb
2014	J	`jnl`	Analysing mutation schemes for real-parameter genetic algorithms. Int. J. Artif. Intell. Soft Comput. Kalyanmoy Deb, Debayan Deb
2014	J	`jnl`	Code-Smell Detection as a Bilevel Problem. ACM Trans. Softw. Eng. Methodol. Dilan Sahin, Marouane Kessentini, Slim Bechikh, Kalyanmoy Deb
2014	J	`jnl`	Enhancing performance of particle swarm optimization through an algorithmic link with genetic algorithms. Comput. Optim. Appl. Kalyanmoy Deb, Nikhil Padhye
2014	—	`conf`	Evolutionary bilevel optimization (EBO). GECCO (Companion) Kalyanmoy Deb, Ankur Sinha
2014	J	`jnl`	Finding optimal strategies in a multi-period multi-leader-follower Stackelberg game using an evolutionary algorithm. Comput. Oper. Res. Ankur Sinha, Pekka Malo, Anton Frantsev, Kalyanmoy Deb
2014	A	`conf`	High dimensional search-based software engineering: finding tradeoffs among 15 objectives for automating software refactoring using NSGA-III. GECCO Mohamed Wiem Mkaouer, Marouane Kessentini, Slim Bechikh, Kalyanmoy Deb, Mel Ó Cinnéide
2014	B	`conf`	Integrating user preferences and decomposition methods for many-objective optimization. IEEE Congress on Evolutionary Computation Asad Mohammadi, Mohammad Nabi Omidvar, Xiaodong Li, Kalyanmoy Deb
2014	J	`jnl`	Machine learning based decision support for many-objective optimization problems. Neurocomputing João A. Duro, Dhish Kumar Saxena, Kalyanmoy Deb, Qingfu Zhang
2014	B	`conf`	Multi-scenario optimization using multi-criterion methods: A case study on Byzantine agreement problem. IEEE Congress on Evolutionary Computation Ling Zhu, Kalyanmoy Deb, Sandeep S. Kulkarni
2014	B	`conf`	Network path optimization under dynamic conditions. IEEE Congress on Evolutionary Computation Yaser Ali Enaya, Kalyanmoy Deb
2014	B	`conf`	Non-uniform mapping in real-coded genetic algorithms. IEEE Congress on Evolutionary Computation Yashesh D. Dhebar, Kalyanmoy Deb, Sunith Bandaru
2014	B	`conf`	On the performance of classification algorithms for learning Pareto-dominance relations. IEEE Congress on Evolutionary Computation Sunith Bandaru, Amos H. C. Ng, Kalyanmoy Deb
2014	—	`conf`	R-HV: A Metric for Computing Hyper-volume for Reference Point Based EMOs. SEMCCO Kalyanmoy Deb, Florian Siegmund, Amos H. C. Ng
2014	A*	`conf`	Recommendation system for software refactoring using innovization and interactive dynamic optimization. ASE Mohamed Wiem Mkaouer, Marouane Kessentini, Slim Bechikh, Kalyanmoy Deb, Mel Ó Cinnéide
2014	—	`conf`	Software refactoring under uncertainty: a robust multi-objective approach. GECCO (Companion) Mohamed Wiem Mkaouer, Marouane Kessentini, Slim Bechikh, Mel Ó Cinnéide, Kalyanmoy Deb
2014	J	`jnl`	Test Problem Construction for Single-Objective Bilevel Optimization. CoRR Ankur Sinha, Pekka Malo, Kalyanmoy Deb
2014	J	`jnl`	Test Problem Construction for Single-Objective Bilevel Optimization. Evol. Comput. Ankur Sinha, Pekka Malo, Kalyanmoy Deb
2013	C	`conf`	A Dimensionally-Aware Genetic Programming Architecture for Automated Innovization. EMO Sunith Bandaru, Kalyanmoy Deb
2013	J	`jnl`	A Hybrid Framework for Evolutionary Multi-Objective Optimization. IEEE Trans. Evol. Comput. Karthik Sindhya, Kaisa Miettinen, Kalyanmoy Deb
2013	B	`conf`	A comparative study of dynamic resampling strategies for guided Evolutionary Multi-objective Optimization. IEEE Congress on Evolutionary Computation Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb
2013	J	`jnl`	A genetic fuzzy based modeling of effective thermal conductivity for polymer composites. J. Intell. Fuzzy Syst. Arup Kumar Nandi, Kalyanmoy Deb, Shubhabrata Datta, Juhani Orkas
2013	J	`jnl`	A multi-objective evolutionary approach for generator scheduling. Expert Syst. Appl. Dapeng Li, Sanjoy Das, Anil Pahwa, Kalyanmoy Deb
2013	B	`conf`	A parameterless-niching-assisted bi-objective approach to multimodal optimization. IEEE Congress on Evolutionary Computation Sunith Bandaru, Kalyanmoy Deb
2013	C	`conf`	An Improved Adaptive Approach for Elitist Nondominated Sorting Genetic Algorithm for Many-Objective Optimization. EMO Himanshu Jain, Kalyanmoy Deb
2013	B	`conf`	An evolutionary algorithm based pattern search approach for constrained optimization. IEEE Congress on Evolutionary Computation Rituparna Datta, M. Fernanda P. Costa, Kalyanmoy Deb, António Gaspar-Cunha
2013	J	`jnl`	Approximate KKT points and a proximity measure for termination. J. Glob. Optim. Joydeep Dutta, Kalyanmoy Deb, Rupesh Tulshyan, Ramnik Arora
2013	B	`conf`	Differential evolution: Performances and analyses. IEEE Congress on Evolutionary Computation Nikhil Padhye, Pulkit Mittal, Kalyanmoy Deb
2013	J	`jnl`	Efficient Evolutionary Algorithm for Single-Objective Bilevel Optimization CoRR Ankur Sinha, Pekka Malo, Kalyanmoy Deb
2013	—	`conf`	Evolutionary bilevel optimization. GECCO (Companion) Ankur Sinha, Pekka Malo, Kalyanmoy Deb
2013	J	`jnl`	Finding Optimal Strategies in a Multi-Period Multi-Leader-Follower Stackelberg Game Using an Evolutionary Algorithm. CoRR Ankur Sinha, Pekka Malo, Anton Frantsev, Kalyanmoy Deb
2013	J	`jnl`	Higher and lower-level knowledge discovery from Pareto-optimal sets. J. Glob. Optim. Sunith Bandaru, Kalyanmoy Deb
2013	J	`jnl`	Improving differential evolution through a unified approach. J. Glob. Optim. Nikhil Padhye, Piyush Bhardawaj, Kalyanmoy Deb
2013	B	`conf`	Individual penalty based constraint handling using a hybrid bi-objective and penalty function approach. IEEE Congress on Evolutionary Computation Rituparna Datta, Kalyanmoy Deb
2013	C	`conf`	Innovization: Discovery of Innovative Solution Principles Using Multi-Objective Optimization. EMO Kalyanmoy Deb
2013	—	`conf`	Interleaving Innovization with Evolutionary Multi-Objective Optimization in Production System Simulation for Faster Convergence. LION Amos H. C. Ng, Catarina Dudas, Henrik Boström, Kalyanmoy Deb
2013	—	`conf`	Meta-modeling and Optimization for Varying Dimensional Search Space. SEMCCO (1) Kalyanmoy Deb, Soumil Srivastava, Akshay Chawla
2013	J	`jnl`	Multi-objective Stackelberg Game Between a Regulating Authority and a Mining Company: A Case Study in Environmental Economics. CoRR Ankur Sinha, Pekka Malo, Anton Frantsev, Kalyanmoy Deb
2013	B	`conf`	Multi-objective Stackelberg game between a regulating authority and a mining company: A case study in environmental economics. IEEE Congress on Evolutionary Computation Ankur Sinha, Pekka Malo, Anton Frantsev, Kalyanmoy Deb
2013	J	`jnl`	Multi-objective optimal path planning using elitist non-dominated sorting genetic algorithms. Soft Comput. Faez Ahmed, Kalyanmoy Deb
2013	J	`jnl`	Multi-objective optimization and decision making approaches to cricket team selection. Appl. Soft Comput. Faez Ahmed, Kalyanmoy Deb, Abhilash Jindal
2013	J	`jnl`	Objective Reduction in Many-Objective Optimization: Linear and Nonlinear Algorithms. IEEE Trans. Evol. Comput. Dhish Kumar Saxena, João A. Duro, Ashutosh Tiwari, Kalyanmoy Deb, Qingfu Zhang
2013	B	`conf`	Solving clustering problems using bi-objective evolutionary optimisation and knee finding algorithms. IEEE Congress on Evolutionary Computation Gustavo Recio, Kalyanmoy Deb
2013	J	`jnl`	Solving dual problems using a coevolutionary optimization algorithm. J. Glob. Optim. Kalyanmoy Deb, Shivam Gupta, Joydeep Dutta, Bhoomija Ranjan
2013	—	`ch.`	Two Approaches for Single and Multi-Objective Dynamic Optimization. Metaheuristics for Dynamic Optimization Kalyanmoy Deb
2013	J	`jnl`	Two-step procedure of optimisation for flight planning problem for airborne LiDAR data acquisition. Int. J. Math. Model. Numer. Optimisation Ajay Dashora, Bharat Lohani, Kalyanmoy Deb
2013	J	`jnl`	Using objective reduction and interactive procedure to handle many-objective optimization problems. Appl. Soft Comput. Ankur Sinha, Dhish Kumar Saxena, Kalyanmoy Deb, Ashutosh Tiwari
2012	J	`jnl`	A genetic algorithm based augmented Lagrangian method for constrained optimization. Comput. Optim. Appl. Kalyanmoy Deb, Soumil Srivastava
2012	B	`conf`	Advances in Evolutionary Multi-objective Optimization. SSBSE Kalyanmoy Deb
2012	B	`conf`	An adaptive normalization based constrained handling methodology with hybrid bi-objective and penalty function approach. IEEE Congress on Evolutionary Computation Rituparna Datta, Kalyanmoy Deb
2012	B	`conf`	Approximating a multi-dimensional Pareto front for a land use management problem: A modified MOEA with an epigenetic silencing metaphor. IEEE Congress on Evolutionary Computation Oliver Chikumbo, Erik D. Goodman, Kalyanmoy Deb
2012	—	`conf`	Associated and Assorted Recombination in SBX Operator for Problems with Linkages. SEMCCO Arnav Acharyya, Kalyanmoy Deb
2012	—	`conf`	Boundary Handling Approaches in Particle Swarm Optimization. BIC-TA (1) Nikhil Padhye, Kalyanmoy Deb, Pulkit Mittal
2012	—	`conf`	Constructive Solid Geometry Based Topology Optimization Using Evolutionary Algorithm. BIC-TA (1) Faez Ahmed, Bishakh Bhattacharya, Kalyanmoy Deb
2012	J	`jnl`	Design of particle-reinforced polyurethane mould materials for soft tooling process using evolutionary multi-objective optimization algorithms. Soft Comput. Arup Kumar Nandi, Shubhabrata Datta, Kalyanmoy Deb
2012	B	`conf`	Finding a preferred diverse set of Pareto-optimal solutions for a limited number of function calls. IEEE Congress on Evolutionary Computation Florian Siegmund, Amos H. C. Ng, Kalyanmoy Deb
2012	—	`conf`	GECCO 2012 tutorial on evolutionary multiobjective optimization. GECCO (Companion) Dimo Brockhoff, Kalyanmoy Deb
2012	B	`conf`	Handling many-objective problems using an improved NSGA-II procedure. IEEE Congress on Evolutionary Computation Kalyanmoy Deb, Himanshu Jain
2012	—	`conf`	Identification and Impact Assessment of High-Priority Field Failures in Passenger Vehicles Using Evolutionary Optimization. BIC-TA (1) Abhinav Gaur, Sunith Bandaru, Vineet R. Khare, Rahul Chougule, Kalyanmoy Deb
2012	J	`jnl`	Investigating the role of metallic fillers in particulate reinforced flexible mould material composites using evolutionary algorithms. Appl. Soft Comput. Arup Kumar Nandi, Kalyanmoy Deb, Subhas Ganguly, Shubhabrata Datta
2012	—	`conf`	Investigation of Mutation Schemes in Real-Parameter Genetic Algorithms. SEMCCO Debayan Deb, Kalyanmoy Deb
2012	—	`conf`	Meaningful representation and recombination of variable length genomes. GECCO (Companion) Matt Ryerkerk, Ronald C. Averill, Kalyanmoy Deb, Erik D. Goodman
2012	J	`jnl`	Multimodal Optimization Using a Bi-Objective Evolutionary Algorithm. Evol. Comput. Kalyanmoy Deb, Amit Saha
2012	—	`conf`	Non-Uniform Mapping in Binary-Coded Genetic Algorithms. BIC-TA (1) Kalyanmoy Deb, Yashesh D. Dhebar, N. V. R. Pavan
2012	J	`jnl`	On the sizing of a solar thermal electricity plant for multiple objectives using evolutionary optimization. Appl. Soft Comput. Kalyanmoy Deb, Francisco Ruiz, Mariano Luque, Rahul Tewari, Jose Manuel Cabello, Jose M. Cejudo
2012	—	`book`	Optimization for Engineering Design - Algorithms and Examples, Second Edition. Kalyanmoy Deb
2012	—	`ed.`	Parallel Problem Solving from Nature - PPSN XII - 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part I PPSN (1) Carlos A. Coello Coello, Vincenzo Cutello, Kalyanmoy Deb, Stephanie Forrest, Giuseppe Nicosia, Mario Pavone
2012	—	`ed.`	Parallel Problem Solving from Nature - PPSN XII - 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part II PPSN (2) Carlos A. Coello Coello, Vincenzo Cutello, Kalyanmoy Deb, Stephanie Forrest, Giuseppe Nicosia, Mario Pavone
2012	B	`conf`	Probabilistic constraint handling in the framework of joint evolutionary-classical optimization with engineering applications. IEEE Congress on Evolutionary Computation Rituparna Datta, Michael S. Bittermann, Kalyanmoy Deb, Özer Ciftcioglu
2012	Misc	`conf`	Reference point-based evolutionary multi-objective optimization for industrial systems simulation. WSC Florian Siegmund, Jacob Bernedixen, Leif Pehrsson, Amos H. C. Ng, Kalyanmoy Deb
2012	—	`ch.`	Selected Aspects of Natural Computing. Handbook of Natural Computing David W. Corne, Kalyanmoy Deb, Joshua D. Knowles, Xin Yao
2012	B	`conf`	Solving high objective problems in fixed interactions with the decision maker. IEEE Congress on Evolutionary Computation Ankur Sinha, Anmol Pandey, Kalyanmoy Deb
2012	—	`conf`	Temporal Evolution of Design Principles in Engineering Systems: Analogies with Human Evolution. PPSN (2) Kalyanmoy Deb, Sunith Bandaru, Cem Celal Tutum
2012	B	`conf`	Unconstrained scalable test problems for single-objective bilevel optimization. IEEE Congress on Evolutionary Computation Ankur Sinha, Pekka Malo, Kalyanmoy Deb
2011	C	`conf`	A Bi-objective Based Hybrid Evolutionary-Classical Algorithm for Handling Equality Constraints. EMO Rituparna Datta, Kalyanmoy Deb
2011	A	`conf`	An EA-based approach to design optimization using evidence theory. GECCO Rupesh Kumar Srivastava, Kalyanmoy Deb
2011	C	`conf`	Automated Innovization for Simultaneous Discovery of Multiple Rules in Bi-objective Problems. EMO Sunith Bandaru, Kalyanmoy Deb
2011	C	`conf`	Bi-objective Portfolio Optimization Using a Customized Hybrid NSGA-II Procedure. EMO Kalyanmoy Deb, Ralph E. Steuer, Rajat Tewari, Rahul Tewari
2011	—	`conf`	Cricket Team Selection Using Evolutionary Multi-objective Optimization. SEMCCO (2) Faez Ahmed, Abhilash Jindal, Kalyanmoy Deb
2011	—	`conf`	Design knowledge extraction in multi-objective optimization problems. GECCO (Companion) Sunith Bandaru, Kalyanmoy Deb
2011	C	`ed.`	Evolutionary Multi-Criterion Optimization - 6th International Conference, EMO 2011, Ouro Preto, Brazil, April 5-8, 2011. Proceedings EMO Ricardo H. C. Takahashi, Kalyanmoy Deb, Elizabeth F. Wanner, Salvatore Greco
2011	B	`conf`	Higher-level innovization: A case study from Friction Stir Welding process optimization. IEEE Congress on Evolutionary Computation Sunith Bandaru, Cem Celal Tutum, Kalyanmoy Deb, Jesper Henri Hattel
2011	J	`jnl`	Improving convergence of evolutionary multi-objective optimization with local search: a concurrent-hybrid algorithm. Nat. Comput. Karthik Sindhya, Kalyanmoy Deb, Kaisa Miettinen
2011	—	`conf`	KKT proximity measure for testing convergence in smooth multi-objective optimization. GECCO (Companion) Rupesh Tulshyan, Kalyanmoy Deb, Sunith Bandaru
2011	B	`conf`	Modified SBX and adaptive mutation for real world single objective optimization. IEEE Congress on Evolutionary Computation Sunith Bandaru, Rupesh Tulshyan, Kalyanmoy Deb
2011	—	`book`	Multi-objective Evolutionary Optimisation for Product Design and Manufacturing. Lihui Wang, Amos H. C. Ng, Kalyanmoy Deb
2011	—	`ch.`	Multi-objective Optimisation Using Evolutionary Algorithms: An Introduction. Multi-objective Evolutionary Optimisation for Product Design and Manufacturing Kalyanmoy Deb
2011	—	`ch.`	Multi-objective Optimisation and Multi-criteria Decision Making for FDM Using Evolutionary Approaches. Multi-objective Evolutionary Optimisation for Product Design and Manufacturing Nikhil Padhye, Kalyanmoy Deb
2011	A	`conf`	Multi-objective design and analysis of robot gripper configurations using an evolutionary-classical approach. GECCO Rituparna Datta, Kalyanmoy Deb
2011	—	`conf`	Multi-objective path planning using spline representation. ROBIO Faez Ahmed, Kalyanmoy Deb
2011	—	`conf`	Parent to Mean-Centric Self-Adaptation in SBX Operator for Real-Parameter Optimization. SEMCCO (1) Himanshu Jain, Kalyanmoy Deb
2011	—	`ch.`	Product Portfolio Selection of Designs Through an Analysis of Lower-Dimensional Manifolds and Identification of Common Properties. Multi-objective Evolutionary Optimisation for Product Design and Manufacturing Madan Mohan Dabbeeru, Kalyanmoy Deb, Amitabha Mukerjee
2011	A	`conf`	Quantitative modeling of customer perception from service data using evolutionary optimization. GECCO Sunith Bandaru, Kalyanmoy Deb, Vineet R. Khare, Rahul Chougule
2011	—	`ch.`	Simulation-Based Innovization Using Data Mining for Production Systems Analysis. Multi-objective Evolutionary Optimisation for Product Design and Manufacturing Amos H. C. Ng, Catarina Dudas, Johannes Nießen, Kalyanmoy Deb
2010	—	`conf`	A Bi-criterion Approach to Multimodal Optimization: Self-adaptive Approach. SEAL Amit Saha, Kalyanmoy Deb
2010	—	`conf`	A Genetic Algorithm Based Augmented Lagrangian Method for Computationally Fast Constrained Optimization. SEMCCO Soumil Srivastava, Kalyanmoy Deb
2010	B	`conf`	A fast and accurate solution of constrained optimization problems using a hybrid bi-objective and penalty function approach. IEEE Congress on Evolutionary Computation Kalyanmoy Deb, Rituparna Datta
2010	J	`jnl`	An Efficient and Accurate Solution Methodology for Bilevel Multi-Objective Programming Problems Using a Hybrid Evolutionary-Local-Search Algorithm. Evol. Comput. Kalyanmoy Deb, Ankur Sinha
2010	—	`conf`	An Interactive Evolutionary Multi-objective Optimization Method Based on Polyhedral Cones. LION Ankur Sinha, Pekka J. Korhonen, Jyrki Wallenius, Kalyanmoy Deb
2010	J	`jnl`	An Interactive Evolutionary Multiobjective Optimization Method Based on Progressively Approximated Value Functions. IEEE Trans. Evol. Comput. Kalyanmoy Deb, Ankur Sinha, Pekka J. Korhonen, Jyrki Wallenius
2010	J	`jnl`	An interactive evolutionary multi-objective optimization and decision making procedure. Appl. Soft Comput. Shamik Chaudhuri, Kalyanmoy Deb
2010	B	`conf`	Automated discovery of vital knowledge from Pareto-optimal solutions: First results from engineering design. IEEE Congress on Evolutionary Computation Sunith Bandaru, Kalyanmoy Deb
2010	—	`conf`	Bayesian Reliability Analysis under Incomplete Information Using Evolutionary Algorithms. SEAL Rupesh Kumar Srivastava, Kalyanmoy Deb
2010	B	`conf`	Comparing lbest PSO niching algorithms using different position update rules. IEEE Congress on Evolutionary Computation Xiaodong Li, Kalyanmoy Deb
2010	A	`conf`	Development of efficient particle swarm optimizers by using concepts from evolutionary algorithms. GECCO Kalyanmoy Deb, Nikhil Padhye
2010	A	`conf`	Evolutionary algorithms in large-scale open pit mine scheduling. GECCO Christie Myburgh, Kalyanmoy Deb
2010	—	`conf`	Evolutionary multi-criterion optimization. GECCO (Companion) Kalyanmoy Deb
2010	A	`conf`	Evolutionary multi-objective optimization and decision making for selective laser sintering. GECCO Nikhil Padhye, Kalyanmoy Deb
2010	A	`conf`	Finding multiple solutions for multimodal optimization problems using a multi-objective evolutionary approach. GECCO Kalyanmoy Deb, Amit Saha
2010	J	`jnl`	Guest Editorial Special Issue on Preference-Based Multiobjective Evolutionary Algorithms. IEEE Trans. Evol. Comput. Kalyanmoy Deb, Murat Köksalan
2010	—	`conf`	Hybrid Search for Faster Production and Safer Process Conditions in Friction Stir Welding. SEAL Cem Celal Tutum, Kalyanmoy Deb, Jesper Henri Hattel
2010	B	`conf`	Hybrid gradient projection based Genetic Algorithms for constrained optimization. IEEE Congress on Evolutionary Computation Amit Saha, Rituparna Datta, Kalyanmoy Deb
2010	—	`conf`	Improving Differential Evolution by Altering Steps in EC. SEAL Nikhil Padhye, Piyush Bhardawaj, Kalyanmoy Deb
2010	A	`conf`	Investigating EA solutions for approximate KKT conditions in smooth problems. GECCO Rupesh Tulshyan, Ramnik Arora, Kalyanmoy Deb, Joydeep Dutta
2010	—	`conf`	Multi-objective Performance Optimization of Thermo-Electric Coolers Using Dimensional Structural Parameters. SEMCCO Pawan K. S. Nain, J. M. Giri, S. Sharma, Kalyanmoy Deb
2010	B	`conf`	Parallelization of binary and real-coded genetic algorithms on GPU using CUDA. IEEE Congress on Evolutionary Computation Ramnik Arora, Rupesh Tulshyan, Kalyanmoy Deb
2010	B	`conf`	Progressively interactive evolutionary multi-objective optimization method using generalized polynomial value functions. IEEE Congress on Evolutionary Computation Ankur Sinha, Kalyanmoy Deb, Pekka J. Korhonen, Jyrki Wallenius
2010	—	`ch.`	Recent Developments in Evolutionary Multi-Objective Optimization. Trends in Multiple Criteria Decision Analysis Kalyanmoy Deb
2010	—	`ed.`	Simulated Evolution and Learning - 8th International Conference, SEAL 2010, Kanpur, India, December 1-4, 2010. Proceedings SEAL Kalyanmoy Deb, Arnab Bhattacharya, Nirupam Chakraborti, Partha Chakroborty, Swagatam Das, Joydeep Dutta, Santosh K. Gupta, Ashu Jain, Varun Aggarwal, Jürgen Branke, Sushil J. Louis, Kay Chen Tan
2010	J	`jnl`	Toward an Estimation of Nadir Objective Vector Using a Hybrid of Evolutionary and Local Search Approaches. IEEE Trans. Evol. Comput. Kalyanmoy Deb, Kaisa Miettinen, Shamik Chaudhuri
2010	—	`conf`	Towards a Link between Knee Solutions and Preferred Solution Methodologies. SEMCCO Kalyanmoy Deb, Shivam Gupta
2009	—	`conf`	09041 Abstracts Collection - Hybrid and Robust Approaches to Multiobjective Optimization. Hybrid and Robust Approaches to Multiobjective Optimization Salvatore Greco, Kalyanmoy Deb, Kaisa Miettinen, Eckart Zitzler
2009	—	`conf`	09041 Summary - Hybrid and Robust Approaches to Multiobjective Optimization. Hybrid and Robust Approaches to Multiobjective Optimization Kalyanmoy Deb, Salvatore Greco, Kaisa Miettinen, Eckart Zitzler
2009	—	`conf`	09041 Working Group on EMO for Robust Multiobjective Optimization (1st Round). Hybrid and Robust Approaches to Multiobjective Optimization Jörg Fliege, Nicola Beume, Jürgen Branke, Heinrich Braun, Nirupam Chakraborti, Kalyanmoy Deb, Sabine Helwig, Joshua D. Knowles, Martin Middendorf, Sanaz Mostaghim, Silvia Poles, Daniel E. Salazar Aponte, Shukla Pradymn, El-Ghazali Talbi
2009	—	`conf`	A Classical-cum-Evolutionary Multi-objective Optimization for Optimal Machining Parameters. NaBIC Rituparna Datta, Kalyanmoy Deb
2009	C	`conf`	A Hybrid Integrated Multi-Objective Optimization Procedure for Estimating Nadir Point. EMO Kalyanmoy Deb, Kaisa Miettinen, Deepak Sharma
2009	B	`conf`	Comparing GA with MART to tomographic reconstruction of ultrasound images with and without noisy input data. IEEE Congress on Evolutionary Computation Shyam P. Kodali, Kalyanmoy Deb, Prabhat Munshi, N. N. Kishore
2009	B	`conf`	Constrained many-objective optimization: A way forward. IEEE Congress on Evolutionary Computation Dhish Kumar Saxena, Tapabrata Ray, Kalyanmoy Deb, Ashutosh Tiwari
2009	B	`conf`	Constructing test problems for bilevel evolutionary multi-objective optimization. IEEE Congress on Evolutionary Computation Kalyanmoy Deb, Ankur Sinha
2009	—	`ed.`	Hybrid and Robust Approaches to Multiobjective Optimization, 18.01. - 23.01.2009 Hybrid and Robust Approaches to Multiobjective Optimization Kalyanmoy Deb, Salvatore Greco, Kaisa Miettinen, Eckart Zitzler
2009	B	`conf`	Local search based evolutionary multi-objective optimization algorithm for constrained and unconstrained problems. IEEE Congress on Evolutionary Computation Karthik Sindhya, Ankur Sinha, Kalyanmoy Deb, Kaisa Miettinen
2009	J	`jnl`	Optimal Strategies of the Iterated Prisoner's Dilemma Problem for Multiple Conflicting Objectives. IEEE Trans. Evol. Comput. Shashi Mittal, Kalyanmoy Deb
2009	B	`conf`	Optimization of the sizing of a solar thermal electricity plant: Mathematical programming versus genetic algorithms. IEEE Congress on Evolutionary Computation Jose Manuel Cabello, Jose M. Cejudo, Mariano Luque, Francisco Ruiz, Kalyanmoy Deb, Rahul Tewari
2009	B	`conf`	Performance assessment of the hybrid Archive-based Micro Genetic Algorithm (AMGA) on the CEC09 test problems. IEEE Congress on Evolutionary Computation Santosh Tiwari, Georges M. Fadel, Patrick Koch, Kalyanmoy Deb
2009	J	`jnl`	Portfolio optimization with an envelope-based multi-objective evolutionary algorithm. Eur. J. Oper. Res. Jürgen Branke, B. Scheckenbach, Michael Stein, Kalyanmoy Deb, Hartmut Schmeck
2009	J	`jnl`	Reliability-Based Optimization Using Evolutionary Algorithms. IEEE Trans. Evol. Comput. Kalyanmoy Deb, Shubham Gupta, David A. Daum, Jürgen Branke, Abhishek Kumar Mall, Dhanesh Padmanabhan
2009	—	`conf`	Simulation Studies on a Genetic Algorithm Based Tomographic Reconstruction Using Time-of-Flight Data from Ultrasound Transmission Tomography. ICANNGA Shyam P. Kodali, Kalyanmoy Deb, Sunith Bandaru, Prabhat Munshi, N. N. Kishore
2009	C	`conf`	Solving Bilevel Multi-Objective Optimization Problems Using Evolutionary Algorithms. EMO Kalyanmoy Deb, Ankur Sinha
2008	A	`conf`	A Local Search Based Evolutionary Multi-objective Optimization Approach for Fast and Accurate Convergence. PPSN Karthik Sindhya, Kalyanmoy Deb, Kaisa Miettinen
2008	J	`jnl`	A Simulated Annealing-Based Multiobjective Optimization Algorithm: AMOSA. IEEE Trans. Evol. Comput. Sanghamitra Bandyopadhyay, Sriparna Saha, Ujjwal Maulik, Kalyanmoy Deb
2008	A	`conf`	A domain-specific crossover and a helper objective for generating minimum weight compliant mechanisms. GECCO Deepak Sharma, Kalyanmoy Deb, N. N. Kishore
2008	J	`jnl`	A multi-objective evolutionary algorithm to exploit the similarities of resource allocation problems. J. Sched. Dilip Datta, Carlos M. Fonseca, Kalyanmoy Deb
2008	A	`conf`	A robust evolutionary framework for multi-objective optimization. GECCO Kalyanmoy Deb
2008	A	`conf`	AMGA: an archive-based micro genetic algorithm for multi-objective optimization. GECCO Santosh Tiwari, Patrick Koch, Georges M. Fadel, Kalyanmoy Deb
2008	A	`conf`	Applicability of genetic algorithms to reconstruction of projected data from ultrasonic tomography. GECCO Shyam P. Kodali, Sunith Bandaru, Kalyanmoy Deb, Prabhat Munshi, N. N. Kishore
2008	B	`conf`	Deciphering innovative principles for optimal electric brushless D.C. permanent magnet motor design. IEEE Congress on Evolutionary Computation Kalyanmoy Deb, Karthik Sindhya
2008	B	`conf`	Design and validation of a hybrid interactive reference point method for multi-objective optimization. IEEE Congress on Evolutionary Computation Madan Sathe, Günter Rudolph, Kalyanmoy Deb
2008	B	`conf`	Dimensionality reduction of objectives and constraints in multi-objective optimization problems: A system design perspective. IEEE Congress on Evolutionary Computation Dhish Kumar Saxena, Kalyanmoy Deb
2008	—	`conf`	Discrete Time-Cost Tradeoff with a Novel Hybrid Meta-Heuristic. MCDM Kamal Srivastava, Sanjay Srivastava, Bhupendra Kumar Pathak, Kalyanmoy Deb
2008	—	`conf`	Evolutionary multiobjective optimization. GECCO (Companion) Eckart Zitzler, Kalyanmoy Deb
2008	—	`conf`	Evolutionary practical optimization. GECCO (Companion) Kalyanmoy Deb
2008	—	`conf`	Faster Hypervolume-Based Search Using Monte Carlo Sampling. MCDM Johannes Bader, Kalyanmoy Deb, Eckart Zitzler
2008	—	`conf`	Future Challenges. Multiobjective Optimization Kaisa Miettinen, Kalyanmoy Deb, Johannes Jahn, Wlodzimierz Ogryczak, Koji Shimoyama, Rudolf Vetschera
2008	A	`conf`	In search of no-loss strategies for the game of tic-tac-toe using a customized genetic algorithm. GECCO Anurag Bhatt, Pratul Varshney, Kalyanmoy Deb
2008	—	`ch.`	Innovization: Discovery of Innovative Design Principles Through Multiobjective Evolutionary Optimization. Multiobjective Problem Solving from Nature Kalyanmoy Deb, Aravind Srinivasan
2008	J	`jnl`	Interleaving Guidance in Evolutionary Multi-Objective Optimization. J. Comput. Sci. Technol. Lam Thu Bui, Kalyanmoy Deb, Hussein A. Abbass, Daryl Essam
2008	—	`conf`	Introduction to Evolutionary Multiobjective Optimization. Multiobjective Optimization Kalyanmoy Deb
2008	—	`ch.`	Introduction: Problem Solving, EC and EMO. Multiobjective Problem Solving from Nature Joshua D. Knowles, David Corne, Kalyanmoy Deb
2008	—	`conf`	Multi-Objective Optimization of Surface Grinding Process Using NSGA II. ICETET Shyam P. Kodali, Rajesh Kudikala, Kalyanmoy Deb
2008	—	`ed.`	Multiobjective Optimization, Interactive and Evolutionary Approaches [outcome of Dagstuhl seminars]. Multiobjective Optimization Jürgen Branke, Kalyanmoy Deb, Kaisa Miettinen, Roman Slowinski
2008	—	`book`	Multiobjective Problem Solving from Nature Joshua D. Knowles, David Corne, Kalyanmoy Deb
2008	J	`jnl`	Multiple Criteria Decision Making, Multiattribute Utility Theory: Recent Accomplishments and What Lies Ahead. Manag. Sci. Jyrki Wallenius, James S. Dyer, Peter C. Fishburn, Ralph E. Steuer, Stanley Zionts, Kalyanmoy Deb
2008	—	`conf`	Nadir Point Estimation Using Evolutionary Approaches: Better Accuracy and Computational Speed Through Focused Search. MCDM Kalyanmoy Deb, Kaisa Miettinen
2008	J	`jnl`	Omni-optimizer: A generic evolutionary algorithm for single and multi-objective optimization. Eur. J. Oper. Res. Kalyanmoy Deb, Santosh Tiwari
2008	—	`ch.`	On Handling a Large Number of Objectives A Posteriori and During Optimization. Multiobjective Problem Solving from Nature Dimo Brockhoff, Dhish Kumar Saxena, Kalyanmoy Deb, Eckart Zitzler
2008	J	`jnl`	Scope of stationary multi-objective evolutionary optimization: a case study on a hydro-thermal power dispatch problem. J. Glob. Optim. Kalyanmoy Deb
2008	—	`ed.`	Simulated Evolution and Learning, 7th International Conference, SEAL 2008, Melbourne, Australia, December 7-10, 2008. Proceedings SEAL Xiaodong Li, Michael Kirley, Mengjie Zhang, David G. Green, Victor Ciesielski, Hussein A. Abbass, Zbigniew Michalewicz, Tim Hendtlass, Kalyanmoy Deb, Kay Chen Tan, Jürgen Branke, Yuhui Shi
2008	B	`conf`	Towards generating diverse topologies of path tracing compliant mechanisms using a local search based multi-objective genetic algorithm procedure. IEEE Congress on Evolutionary Computation Deepak Sharma, Kalyanmoy Deb, N. N. Kishore
2008	—	`conf`	Visualizing multi-dimensional pareto-optimal fronts with a 3D virtual reality system. IMCSIT Elina Madetoja, Henri Ruotsalainen, Veli-Matti Mönkkönen, Jari Hämäläinen, Kalyanmoy Deb
2007	—	`conf`	A Hybrid Evolutionary Multi-objective and SQP Based Procedure for Constrained Optimization. ISICA Kalyanmoy Deb, Swanand Lele, Rituparna Datta
2007	—	`ch.`	A Reliable Classification of Gene Clusters for Cancer Samples Using a Hybrid Multi-Objective Evolutionary Procedure. Analysis of Biological Data: A Soft Computing Approach Kalyanmoy Deb, Abbadi Raji Reddy, Shamik Chaudhuri
2007	B	`conf`	A hybrid multi-objective optimization procedure using PCX based NSGA-II and sequential quadratic programming. IEEE Congress on Evolutionary Computation Abhay Kumar, Deepak Sharma, Kalyanmoy Deb
2007	B	`conf`	A novel fuzzy and multiobjective evolutionary algorithm based gene assignment for clustering short time series expression data. IEEE Congress on Evolutionary Computation Ashish Anand, Ponnuthurai N. Suganthan, Kalyanmoy Deb
2007	—	`ch.`	An Evolutionary Multi-objective Adaptive Meta-modeling Procedure Using Artificial Neural Networks. Evolutionary Computation in Dynamic and Uncertain Environments Kalyanmoy Deb, Pawan K. S. Nain
2007	C	`conf`	Dynamic Multi-objective Optimization and Decision-Making Using Modified NSGA-II: A Case Study on Hydro-thermal Power Scheduling. EMO Kalyanmoy Deb, Udaya Bhaskara Rao N., S. Karthik
2007	C	`ed.`	Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007, Matsushima, Japan, March 5-8, 2007, Proceedings EMO Shigeru Obayashi, Kalyanmoy Deb, Carlo Poloni, Tomoyuki Hiroyasu, Tadahiko Murata
2007	—	`ch.`	Evolutionary Multi-Objective Optimization Without Additional Parameters. Parameter Setting in Evolutionary Algorithms Kalyanmoy Deb
2007	—	`conf`	Evolutionary multiobjective optimization. GECCO (Companion) Eckart Zitzler, Kalyanmoy Deb
2007	—	`conf`	Evolutionary practical optimization. GECCO (Companion) Kalyanmoy Deb
2007	B	`conf`	Finding trade-off solutions close to KKT points using evolutionary multi-objective optimization. IEEE Congress on Evolutionary Computation Kalyanmoy Deb, Rahul Tewari, Mayur Dixit, Joydeep Dutta
2007	B	`conf`	Hybridization of SBX based NSGA-II and sequential quadratic programming for solving multi-objective optimization problems. IEEE Congress on Evolutionary Computation Deepak Sharma, Abhay Kumar, Kalyanmoy Deb, Karthik Sindhya
2007	C	`conf`	I-MODE: An Interactive Multi-objective Optimization and Decision-Making Using Evolutionary Methods. EMO Kalyanmoy Deb, Shamik Chaudhuri
2007	A	`conf`	Interactive evolutionary multi-objective optimization and decision-making using reference direction method. GECCO Kalyanmoy Deb, Abhishek Kumar
2007	—	`conf`	Interplanetary Trajectory Optimization with Swing-Bys Using Evolutionary Multi-objective Optimization. ISICA Kalyanmoy Deb, Nikhil Padhye, Ganesh Neema
2007	B	`conf`	Light beam search based multi-objective optimization using evolutionary algorithms. IEEE Congress on Evolutionary Computation Kalyanmoy Deb, Abhay Kumar
2007	—	`ch.`	Multi-Objective Evolutionary Algorithm for University Class Timetabling Problem. Evolutionary Scheduling Dilip Datta, Kalyanmoy Deb, Carlos M. Fonseca
2007	C	`conf`	Multi-objective Evolutionary Algorithms for Resource Allocation Problems. EMO Dilip Datta, Kalyanmoy Deb, Carlos M. Fonseca
2007	B	`conf`	NEMO: neural enhancement for multiobjective optimization. IEEE Congress on Evolutionary Computation Aaron Garrett, Gerry V. Dozier, Kalyanmoy Deb
2007	C	`conf`	Non-linear Dimensionality Reduction Procedures for Certain Large-Dimensional Multi-objective Optimization Problems: Employing Correntropy and a Novel Maximum Variance Unfolding. EMO Dhish Kumar Saxena, Kalyanmoy Deb
2007	J	`jnl`	On finding multiple Pareto-optimal solutions using classical and evolutionary generating methods. Eur. J. Oper. Res. Pradyumn Kumar Shukla, Kalyanmoy Deb
2007	—	`ed.`	Practical Approaches to Multi-Objective Optimization, 10.12. - 15.12.2006 Practical Approaches to Multi-Objective Optimization Jürgen Branke, Kalyanmoy Deb, Kaisa Miettinen, Roman Slowinski
2007	C	`conf`	Reliability-Based Multi-objective Optimization Using Evolutionary Algorithms. EMO Kalyanmoy Deb, Dhanesh Padmanabhan, Sulabh Gupta, Abhishek Kumar Mall
2007	B	`conf`	Reliability-based optimization for multiple constraints with evolutionary algorithms. IEEE Congress on Evolutionary Computation David A. Daum, Kalyanmoy Deb, Jürgen Branke
2007	A	`conf`	Self-adaptive simulated binary crossover for real-parameter optimization. GECCO Kalyanmoy Deb, Karthik Sindhya, Tatsuya Okabe
2007	B	`conf`	The sequential optimization-constraint multi-objective problem and its applications for robust planning of robot paths. IEEE Congress on Evolutionary Computation Gideon Avigad, Kalyanmoy Deb
2007	B	`conf`	Three-dimensional offline path planning for UAVs using multiobjective evolutionary algorithms. IEEE Congress on Evolutionary Computation Shashi Mittal, Kalyanmoy Deb
2007	B	`conf`	Trading on infeasibility by exploiting constraint's criticality through multi-objectivization: A system design perspective. IEEE Congress on Evolutionary Computation Dhish Kumar Saxena, Kalyanmoy Deb
2006	—	`conf`	06501 Abstracts Collection - Practical Approaches to Multi-Objective Optimization. Practical Approaches to Multi-Objective Optimization Jürgen Branke, Kalyanmoy Deb, Kaisa Miettinen, Roman Slowinski
2006	—	`conf`	A Computational Method for Viewing Molecular Interactions in Docking. VIEW Vipin K. Tripathi, Bhaskar DasGupta, Kalyanmoy Deb
2006	A	`conf`	A Fast and Effective Method for Pruning of Non-dominated Solutions in Many-Objective Problems. PPSN Saku Kukkonen, Kalyanmoy Deb
2006	B	`conf`	A Population-Based, Parent Centric Procedure for Constrained Real-Parameter Optimization. IEEE Congress on Evolutionary Computation Ankur Sinha, Aravind Srinivasan, Kalyanmoy Deb
2006	A	`conf`	Comparison of multi-modal optimization algorithms based on evolutionary algorithms. GECCO Gulshan Singh, Kalyanmoy Deb
2006	—	`conf`	Dual Guidance in Evolutionary Multi-objective Optimization by Localization. SEAL Lam Thu Bui, Kalyanmoy Deb, Hussein A. Abbass, Daryl Essam
2006	B	`conf`	Ergonomic Design of an Optimal Hindi Keyboard for Convenient Use. IEEE Congress on Evolutionary Computation Priyendra S. Deshwal, Kalyanmoy Deb
2006	B	`conf`	Improved Pruning of Non-Dominated Solutions Based on Crowding Distance for Bi-Objective Optimization Problems. IEEE Congress on Evolutionary Computation Saku Kukkonen, Kalyanmoy Deb
2006	A	`conf`	Innovization: innovating design principles through optimization. GECCO Kalyanmoy Deb, Aravind Srinivasan
2006	J	`jnl`	Introducing Robustness in Multi-Objective Optimization. Evol. Comput. Kalyanmoy Deb, Himanshu Gupta
2006	A	`conf`	Multi-objective test problems, linkages, and evolutionary methodologies. GECCO Kalyanmoy Deb, Ankur Sinha, Saku Kukkonen
2006	—	`conf`	Optimal Strategies of the Iterated Prisoner's Dilemma Problem for Multiple Conflicting Objectives. CIG Shashi Mittal, Kalyanmoy Deb
2006	A	`conf`	Reference point based multi-objective optimization using evolutionary algorithms. GECCO Kalyanmoy Deb, J. Sundar
2006	B	`conf`	Stochastic Evolutionary Multiobjective Environmental/Economic Dispatch. IEEE Congress on Evolutionary Computation Robert T. F. Ah King, Harry C. S. Rughooputh, Kalyanmoy Deb
2006	A	`conf`	Towards estimating nadir objective vector using evolutionary approaches. GECCO Kalyanmoy Deb, Shamik Chaudhuri, Kaisa Miettinen
2005	—	`conf`	04461 Abstracts Collection - Practical Approaches to Multi-Objective Optimization. Practical Approaches to Multi-Objective Optimization Jürgen Branke, Kalyanmoy Deb, Kaisa Miettinen, Ralph E. Steuer
2005	—	`conf`	04461 Summary - Practical Approaches to Multi-Criterion Optimization. Practical Approaches to Multi-Objective Optimization Jürgen Branke, Kalyanmoy Deb, Kaisa Miettinen, Ralph E. Steuer
2005	—	`conf`	A Tutorial on Evolutionary Multi-Objective Optimization (EMO). Practical Approaches to Multi-Objective Optimization Kalyanmoy Deb
2005	J	`jnl`	A population-based algorithm-generator for real-parameter optimization. Soft Comput. Kalyanmoy Deb
2005	B	`conf`	A population-based, steady-state procedure for real-parameter optimization. Congress on Evolutionary Computation Ankur Sinha, Santosh Tiwari, Kalyanmoy Deb
2005	C	`conf`	Comparing Classical Generating Methods with an Evolutionary Multi-objective Optimization Method. EMO Pradyumn Kumar Shukla, Kalyanmoy Deb, Santosh Tiwari
2005	J	`jnl`	Evaluating the epsilon-Domination Based Multi-Objective Evolutionary Algorithm for a Quick Computation of Pareto-Optimal Solutions. Evol. Comput. Kalyanmoy Deb, Manikanth Mohan, Shikhar Mishra
2005	C	`conf`	Evolutionary Multi-objective Environmental/Economic Dispatch: Stochastic Versus Deterministic Approaches. EMO Robert T. F. Ah King, Harry C. S. Rughooputh, Kalyanmoy Deb
2005	B	`conf`	Handling constraints in robust multi-objective optimization. Congress on Evolutionary Computation Himanshu Gupta, Kalyanmoy Deb
2005	—	`conf`	I-EMO: An Interactive Evolutionary Multi-objective Optimization Tool. PReMI Kalyanmoy Deb, Shamik Chaudhuri
2005	—	`conf`	Novel composition test functions for numerical global optimization. SIS Jane-Jing Liang, Ponnuthurai Nagaratnam Suganthan, Kalyanmoy Deb
2005	C	`conf`	Omni-optimizer: A Procedure for Single and Multi-objective Optimization. EMO Kalyanmoy Deb, Santosh Tiwari
2005	—	`conf`	On Properly Pareto Optimal Solutions. Practical Approaches to Multi-Objective Optimization Pradyumn Kumar Shukla, Joydeep Dutta, Kalyanmoy Deb
2005	—	`ed.`	Practical Approaches to Multi-Objective Optimization, 7.-12. November 2004 Practical Approaches to Multi-Objective Optimization Jürgen Branke, Kalyanmoy Deb, Kaisa Miettinen, Ralph E. Steuer
2005	—	`ch.`	Scalable Test Problems for Evolutionary Multiobjective Optimization. Evolutionary Multiobjective Optimization Kalyanmoy Deb, Lothar Thiele, Marco Laumanns, Eckart Zitzler
2005	C	`conf`	Searching for Robust Pareto-Optimal Solutions in Multi-objective Optimization. EMO Kalyanmoy Deb, Himanshu Gupta
2004	J	`jnl`	Dynamic multiobjective optimization problems: test cases, approximations, and applications. IEEE Trans. Evol. Comput. Marco Farina, Kalyanmoy Deb, Paolo Amato
2004	—	`conf`	Efficiently Solving: A Large-Scale Integer Linear Program Using a Customized Genetic Algorithm. GECCO (1) Kalyanmoy Deb, Koushik Pal
2004	A	`conf`	Finding Knees in Multi-objective Optimization. PPSN Jürgen Branke, Kalyanmoy Deb, Henning Dierolf, Matthias Osswald
2004	—	`ed.`	Genetic and Evolutionary Computation - GECCO 2004, Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings, Part I GECCO (1) Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund K. Burke, Paul J. Darwen, Dipankar Dasgupta, Dario Floreano, James A. Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector, Andrea Tettamanzi, Dirk Thierens, Andrew M. Tyrrell
2004	—	`ed.`	Genetic and Evolutionary Computation - GECCO 2004, Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings, Part II GECCO (2) Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund K. Burke, Paul J. Darwen, Dipankar Dasgupta, Dario Floreano, James A. Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector, Andrea Tettamanzi, Dirk Thierens, Andrew M. Tyrrell
2004	C	`conf`	Multiclass protein fold recognition using multiobjective evolutionary algorithms. CIBCB Stanley Y. M. Shi, Ponnuthurai N. Suganthan, Kalyanmoy Deb
2004	—	`conf`	Optimal Operating Conditions for Overhead Crane Maneuvering Using Multi-objective Evolutionary Algorithms. GECCO (1) Kalyanmoy Deb, Naveen Kumar Gupta
2004	B	`conf`	Parallelizing multi-objective evolutionary algorithms: cone separation. IEEE Congress on Evolutionary Computation Jürgen Branke, Hartmut Schmeck, Kalyanmoy Deb, Reddy S. Maheshwar
2004	—	`conf`	Unveiling Optimal Operating Conditions for an Epoxy Polymerization Process Using Multi-objective Evolutionary Computation. GECCO (2) Kalyanmoy Deb, Kishalay Mitra, Rinku Dewri, Saptarshi Majumdar
2003	B	`conf`	Computationally effective search and optimization procedure using coarse to fine approximations. IEEE Congress on Evolutionary Computation Pawan K. S. Nain, Kalyanmoy Deb
2003	C	`conf`	Distributed Computing of Pareto-Optimal Solutions with Evolutionary Algorithms. EMO Kalyanmoy Deb, Pawan Zope, Abhishek Jain
2003	C	`conf`	Dynamic Multiobjective Optimization Problems: Test Cases, Approximation, and Applications. EMO Marco Farina, Kalyanmoy Deb, Paolo Amato
2003	C	`ed.`	Evolutionary Multi-Criterion Optimization, Second International Conference, EMO 2003, Faro, Portugal, April 8-11, 2003, Proceedings EMO Carlos M. Fonseca, Peter J. Fleming, Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele
2003	A	`ed.`	Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part I GECCO Erick Cantú-Paz, James A. Foster, Kalyanmoy Deb, Lawrence Davis, Rajkumar Roy, Una-May O'Reilly, Hans-Georg Beyer, Russell K. Standish, Graham Kendall, Stewart W. Wilson, Mark Harman, Joachim Wegener, Dipankar Dasgupta, Mitchell A. Potter, Alan C. Schultz, Kathryn A. Dowsland, Natasa Jonoska, Julian F. Miller
2003	A	`ed.`	Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part II GECCO Erick Cantú-Paz, James A. Foster, Kalyanmoy Deb, Lawrence Davis, Rajkumar Roy, Una-May O'Reilly, Hans-Georg Beyer, Russell K. Standish, Graham Kendall, Stewart W. Wilson, Mark Harman, Joachim Wegener, Dipankar Dasgupta, Mitchell A. Potter, Alan C. Schultz, Kathryn A. Dowsland, Natasa Jonoska, Julian F. Miller
2003	C	`conf`	Identification of Multiple Gene Subsets Using Multi-objective Evolutionary Algorithms. EMO Abbadi Raji Reddy, Kalyanmoy Deb
2003	—	`conf`	Large-Scale Scheduling of Casting Sequences Using a Customized Genetic Algorithm. Artificial Evolution Kalyanmoy Deb, Abbadi Raji Reddy
2003	C	`conf`	Performance Scaling of Multi-objective Evolutionary Algorithms. EMO Vineet R. Khare, Xin Yao, Kalyanmoy Deb
2003	C	`conf`	Searching under Multi-evolutionary Pressures. EMO Hussein A. Abbass, Kalyanmoy Deb
2003	C	`conf`	Towards a Quick Computation of Well-Spread Pareto-Optimal Solutions. EMO Kalyanmoy Deb, Manikanth Mohan, Shikhar Mishra
2002	J	`jnl`	A Computationally Efficient Evolutionary Algorithm for Real-Parameter Optimization. Evol. Comput. Kalyanmoy Deb, Ashish Anand, Dhiraj Joshi
2002	J	`jnl`	A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans. Evol. Comput. Kalyanmoy Deb, Samir Agrawal, Amrit Pratap, T. Meyarivan
2002	B	`conf`	An evolutionary algorithm for constrained multi-objective optimization. IEEE Congress on Evolutionary Computation Fernando Jiménez, Antonio F. Skarmeta-Gómez, Gracia Sánchez, Kalyanmoy Deb
2002	A	`conf`	Archiving With Guaranteed Convergence And Diversity In Multi-objective Optimization. GECCO Marco Laumanns, Lothar Thiele, Eckart Zitzler, Kalyanmoy Deb
2002	J	`jnl`	Combining Convergence and Diversity in Evolutionary Multiobjective Optimization. Evol. Comput. Marco Laumanns, Lothar Thiele, Kalyanmoy Deb, Eckart Zitzler
2002	—	`conf`	Evaluating Evolutionary Multi-objective Optimization Algorithms using Running Performance Metrics. SEAL Kalyanmoy Deb, Sachin Jain
2002	—	`conf`	Genetic-Fuzzy Approach in Robot Motion Planning Revisited: Rigorous Testing and towards an Implementation. AFSS Akshay Mohan, Kalyanmoy Deb
2002	J	`jnl`	Optimal path and gait generations simultaneously of a six-legged robot using a GA-fuzzy approach. Robotics Auton. Syst. Dilip Kumar Pratihar, Kalyanmoy Deb, Amitabha Ghosh
2002	A	`conf`	Running Time Analysis of Multi-objective Evolutionary Algorithms on a Simple Discrete Optimization Problem. PPSN Marco Laumanns, Lothar Thiele, Eckart Zitzler, Emo Welzl, Kalyanmoy Deb
2002	B	`conf`	Scalable multi-objective optimization test problems. IEEE Congress on Evolutionary Computation Kalyanmoy Deb, Lothar Thiele, Marco Laumanns, Eckart Zitzler
2001	C	`conf`	A Hybrid Multi-objective Evolutionary Approach to Engineering Shape Design. EMO Kalyanmoy Deb, Tushar Goel
2001	C	`conf`	Constrained Test Problems for Multi-objective Evolutionary Optimization. EMO Kalyanmoy Deb, Amrit Pratap, T. Meyarivan
2001	C	`conf`	Controlled Elitist Non-dominated Sorting Genetic Algorithms for Better Convergence. EMO Kalyanmoy Deb, Tushar Goel
2001	C	`ed.`	Evolutionary Multi-Criterion Optimization, First International Conference, EMO 2001, Zurich, Switzerland, March 7-9, 2001, Proceedings EMO Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Carlos A. Coello Coello, David Corne
2001	—	`book`	Multi-objective optimization using evolutionary algorithms. Kalyanmoy Deb
2001	J	`jnl`	Nonlinear goal programming using multi-objective genetic algorithms. J. Oper. Res. Soc. Kalyanmoy Deb
2001	J	`jnl`	On self-adaptive features in real-parameter evolutionary algorithms. IEEE Trans. Evol. Comput. Hans-Georg Beyer, Kalyanmoy Deb
2001	J	`jnl`	Self-Adaptive Genetic Algorithms with Simulated Binary Crossover. Evol. Comput. Kalyanmoy Deb, Hans-Georg Beyer
2000	A	`conf`	A Fast Elitist Non-dominated Sorting Genetic Algorithm for Multi-objective Optimisation: NSGA-II. PPSN Kalyanmoy Deb, Samir Agrawal, Amrit Pratap, T. Meyarivan
2000	J	`jnl`	Comparison of Multiobjective Evolutionary Algorithms: Empirical Results. Evol. Comput. Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele
2000	A	`conf`	Mechanical Component Design for Multiple Objectives Using Elitist Non-dominated Sorting GA. PPSN Kalyanmoy Deb, Amrit Pratap, Subrajyoti Moitra
2000	A	`conf`	On the Desired Behaviors of Self-Adaptive Evolutionary Algorithms. PPSN Hans-Georg Beyer, Kalyanmoy Deb
2000	J	`jnl`	Optimal turning gait of a six-legged robot using a GA-fuzzy approach. Artif. Intell. Eng. Des. Anal. Manuf. Dilip Kumar Pratihar, Kalyanmoy Deb, Amitabha Ghosh
2000	A	`ed.`	Parallel Problem Solving from Nature - PPSN VI, 6th International Conference, Paris, France, September 18-20, 2000, Proceedings PPSN Marc Schoenauer, Kalyanmoy Deb, Günter Rudolph, Xin Yao, Evelyne Lutton, Juan Julián Merelo Guervós, Hans-Paul Schwefel
2000	J	`jnl`	Test-case generator for nonlinear continuous parameter optimization techniques. IEEE Trans. Evol. Comput. Zbigniew Michalewicz, Kalyanmoy Deb, Martin Schmidt, Thomas R. Stidsen
1999	—	`conf`	A Niched-Penalty Approach for Constraint Handling in Genetic Algorithms. ICANNGA Kalyanmoy Deb, Samir Agrawal
1999	J	`jnl`	A genetic-fuzzy approach for mobile robot navigation among moving obstacles. Int. J. Approx. Reason. Dilip Kumar Pratihar, Kalyanmoy Deb, Amitabha Ghosh
1999	B	`conf`	An alternative constraint handling method for evolution strategies. CEC Ahmet Irfan Oyman, Kalyanmoy Deb, Hans-Georg Beyer
1999	A	`conf`	Construction of Test Problems for Multi-Objective Optimization. GECCO Kalyanmoy Deb
1999	B	`conf`	Fuzzy-genetic algorithms and mobile robot navigation among static obstacles. CEC Dilip Kumar Pratihar, Kalyanmoy Deb, Amitabha Ghosh
1999	J	`jnl`	Genetic Programming 1998: Proceedings of the Third Annual Conference. IEEE Trans. Evol. Comput. John R. Koza, Wolfgang Banzhaf, Kumar Chellapilla, Kalyanmoy Deb, Marco Dorigo, David B. Fogel, Max H. Garzon, David E. Goldberg, Hitoshi Iba, Rick L. Riolo
1999	—	`conf`	Model-Based Object Recognition from a Complex Binary Imagery Using Genetic Algorithm. EvoWorkshops Samarjit Chakraborty, Sudipta Dey, Kalyanmoy Deb
1999	J	`jnl`	Multi-objective Genetic Algorithms: Problem Difficulties and Construction of Test Problems. Evol. Comput. Kalyanmoy Deb
1999	A	`conf`	Self-Adaptation in Real-Parameter Genetic Algorithms with Simulated Binary Crossover. GECCO Kalyanmoy Deb, Hans-Georg Beyer
1999	B	`conf`	Solving goal programming problems using multi-objective genetic algorithms. CEC Kalyanmoy Deb
1999	B	`conf`	Towards understanding constraint-handling methods in evolutionary algorithms. CEC Zbigniew Michalewicz, Kalyanmoy Deb, Martin Schmidt, Thomas J. R. Stidsen
1998	A	`conf`	Analytic Curve Detection from a Noisy Binary Edge Map Using Genetic Algorithm. PPSN Samarjit Chakraborty, Kalyanmoy Deb
1998	A	`conf`	Learning to Avoid Moving Obstacles Optimally for Mobile Robots Using a Genetic-Fuzzy Approach. PPSN Kalyanmoy Deb, Dilip Kumar Pratihar, Amitabha Ghosh
1998	J	`jnl`	Time Scheduling of Transit Systems With Transfer Considerations Using Genetic Algorithms. Evol. Comput. Kalyanmoy Deb, Partha Chakroborty
1998	A	`conf`	Understanding Interactions among Genetic Algorithm Parameters. FOGA Kalyanmoy Deb, Samir Agrawal
1997	—	`conf`	Car Suspension Design for Comfort Using Genetic Algorithm. ICGA Kalyanmoy Deb, Vikas Saxena
1997	—	`conf`	Optimizing Engineering Designs Using a Combined Genetic Search. ICGA Kalyanmoy Deb, Mayank Goyal
1996	J	`jnl`	Analysis of Selection Algorithms: A Markov Chain Approach. Evol. Comput. Uday Kumar Chakraborty, Kalyanmoy Deb, Mandira Chakraborty
1995	J	`jnl`	Real-coded Genetic Algorithms with Simulated Binary Crossover: Studies on Multimodal and Multiobjective Problems. Complex Syst. Kalyanmoy Deb, Amarendra Kumar
1995	J	`jnl`	Simulated Binary Crossover for Continuous Search Space. Complex Syst. Kalyanmoy Deb, Ram Bhushan Agrawal
1994	J	`jnl`	Implicit Niching in a Learning Classifier System: Nature's Way. Evol. Comput. Jeffrey Horn, David E. Goldberg, Kalyanmoy Deb
1994	A	`conf`	Long Path Problems. PPSN Jeffrey Horn, David E. Goldberg, Kalyanmoy Deb
1994	J	`jnl`	Multiobjective Optimization Using Nondominated Sorting in Genetic Algorithms. Evol. Comput. N. Srinivas, Kalyanmoy Deb
1993	J	`jnl`	Multimodal Deceptive Functions. Complex Syst. Kalyanmoy Deb, Jeffrey Horn, David E. Goldberg
1993	—	`conf`	RapidAccurate Optimization of Difficult Problems Using Fast Messy Genetic Algorithms. ICGA David E. Goldberg, Kalyanmoy Deb, Hillol Kargupta, Georges R. Harik
1993	J	`jnl`	Sufficient Conditions for Deceptive and Easy Binary Functions. Ann. Math. Artif. Intell. Kalyanmoy Deb, David E. Goldberg
1992	A	`conf`	Accounting for Noise in the Sizing of Populations. FOGA David E. Goldberg, Kalyanmoy Deb, James H. Clark
1992	A	`conf`	Analyzing Deception in Trap Functions. FOGA Kalyanmoy Deb, David E. Goldberg
1992	J	`jnl`	Genetic Algorithms, Noise, and the Sizing of Populations. Complex Syst. David E. Goldberg, Kalyanmoy Deb, James H. Clark
1992	A	`conf`	Massive Multimodality, Deception, and Genetic Algorithms. PPSN David E. Goldberg, Kalyanmoy Deb, Jeffrey Horn
1992	A	`conf`	Ordering Genetic Algorithms and Deception. PPSN Hillol Kargupta, Kalyanmoy Deb, David E. Goldberg
1991	J	`jnl`	Complex Systems: Errata and Changes Volumes 3 and 4. Complex Syst. Stan Franklin, Max H. Garzon, David E. Goldberg, Bradley Korb, Kalyanmoy Deb, Francesca Aicardi, Andrzej Lech Kawczynski, Wentian Li, Norman H. Packard, David Saad, Emanuel Marom
1991	—	`conf`	Don't Worry, Be Messy. ICGA David E. Goldberg, Kalyanmoy Deb, Bradley Korb
1990	A	`conf`	A Comparative Analysis of Selection Schemes Used in Genetic Algorithms. FOGA David E. Goldberg, Kalyanmoy Deb
1990	J	`jnl`	Messy Genetic Algorithms Revisited: Studies in Mixed Size and Scale. Complex Syst. David E. Goldberg, Kalyanmoy Deb, Bradley Korb
1989	—	`conf`	An Investigation of Niche and Species Formation in Genetic Function Optimization. ICGA Kalyanmoy Deb, David E. Goldberg
1989	J	`jnl`	Messy Genetic Algorithms: Motivation, Analysis, and First Results. Complex Syst. David E. Goldberg, Bradley Korb, Kalyanmoy Deb