Hemant Kumar Singh

102 papers A 5B 30C 5Journal 29Unranked 32
YearRankTypeTitle / Venue / Authors
2025 — conf
An Efficient Iterative Approach for Uniformly Representing Pareto Fronts.
EMO (2)
Bhupinder Singh Saini, Hemant Kumar Singh, Babooshka Shavazipour, Kaisa Miettinen
2025 — conf
An Extension of the Welded Beam Problem that Includes Multiple Interacting Design Concepts.
EMO (1)
Angus Kenny, Tapabrata Ray, Hemant Kumar Singh
2025 — conf
Bilevel Optimization-Based Decomposition for Solving Single and Multiobjective Optimization Problems.
EMO (1)
Ankur Sinha, Dhaval Pujara, Hemant Kumar Singh
2025 — conf
Extended Results on Analytical Hypervolume Indicator Calculation of Linear and Quadratic Pareto Fronts.
EMO (1)
Hemant Kumar Singh
2025 J jnl
Geolocating Earth Imagery from ISS: Integrating Machine Learning with Astronaut Photography for Enhanced Geographic Mapping.
CoRR
Vedika Srivastava, Hemant Kumar Singh, Jaisal Singh
2025 — conf
Selective Evaluations for Expediting Multi-objective Bilevel Optimization.
EMO (1)
Bing Wang, Hemant Kumar Singh, Tapabrata Ray
2024 — conf
A Hierarchical Dissimilarity Metric for Automated Machine Learning Pipelines, and Visualizing Search Behaviour.
EvoApplications@EvoStar
Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer
2024 J jnl
A benchmark test suite for evolutionary multi-objective multi-concept optimization.
Swarm Evol. Comput.
Rounak Saha Niloy, Hemant Kumar Singh, Tapabrata Ray
2024 J jnl
Decomposition of Difficulties in Complex Optimization Problems Using a Bilevel Approach.
CoRR
Ankur Sinha, Dhaval Pujara, Hemant Kumar Singh
2024 B conf
Decomposition of Difficulties in Complex Optimization Problems using a Bilevel Approach.
CEC
Ankur Sinha, Dhaval Pujara, Hemant Kumar Singh
2024 — conf
Evolutionary computation for stochastic problems.
GECCO Companion
Frank Neumann, Aneta Neumann, Hemant Kumar Singh
2024 B conf
Improving the Performance of Bilevel Evolutionary Algorithms using Variable Associations.
CEC
Bing Wang, Hemant Kumar Singh, Tapabrata Ray
2024 A conf
Using Bayesian Optimization to Improve Hyperparameter Search in TPOT.
GECCO
Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer
2023 — conf
A Brief Review of Multi-Concept Multi-Objective Optimization Problems.
SSCI
Rounak Saha Niloy, Hemant Kumar Singh, Tapabrata Ray
2023 — conf
A Comparative Study of Neural Style Transfer Models.
ICIMMI
Vedika Srivastava, Hemant Kumar Singh
2023 B conf
A Generalized Surrogate-Assisted Evolutionary Algorithm for Expensive Multi-Objective Optimization.
CEC
Kamrul Hasan Rahi, Hemant Kumar Singh, Tapabrata Ray
2023 J jnl
A Steady-State Algorithm for Solving Expensive Multiobjective Optimization Problems With Nonparallelizable Evaluations.
IEEE Trans. Evol. Comput.
Kamrul Hasan Rahi, Hemant Kumar Singh, Tapabrata Ray
2023 C conf
A Test Suite for Multi-objective Multi-fidelity Optimization.
EMO
Angus Kenny, Tapabrata Ray, Hemant Kumar Singh, Xiaodong Li
2023 J jnl
Adjusting normalization bounds to improve hypervolume based search for expensive multi-objective optimization.
Complex Intell. Syst.
Bing Wang, Hemant Kumar Singh, Tapabrata Ray
2023 B conf
An Evaluation of Simple Solution Transfer Strategies for Bilevel Multiobjective Optimization.
CEC
Bing Wang, Hemant Kumar Singh, Tapabrata Ray
2023 J jnl
An Iterative Two-Stage Multifidelity Optimization Algorithm for Computationally Expensive Problems.
IEEE Trans. Evol. Comput.
Angus Kenny, Tapabrata Ray, Hemant Kumar Singh
2023 A conf
Hybridizing TPOT with Bayesian Optimization.
GECCO
Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer
2023 A conf
Vertical-Axis Wind Turbine Design Using Surrogate-assisted Optimization with Physical Experiments In-loop.
GECCO
Matthew Lette, Kamrul Hasan Rahi, Hemant Kumar Singh, Tapabrata Ray
2022 J jnl
A Multifidelity Approach for Bilevel Optimization With Limited Computing Budget.
IEEE Trans. Evol. Comput.
Mohammad Mohiuddin Mamun, Hemant Kumar Singh, Tapabrata Ray
2022 B conf
A Simple Evolutionary Algorithm for Multi-modal Multi-objective Optimization.
CEC
Tapabrata Ray, Mohammad Mohiuddin Mamun, Hemant Kumar Singh
2022 J jnl
A Simple Evolutionary Algorithm for Multi-modal Multi-objective Optimization.
CoRR
Tapabrata Ray, Mohammad Mohiuddin Mamun, Hemant Kumar Singh
2022 J jnl
An approach for computationally expensive multi-objective optimization problems with independently evaluable objectives.
Swarm Evol. Comput.
Mohammad Mohiuddin Mamun, Hemant Kumar Singh, Tapabrata Ray
2022 — conf
Discovery of implicit relationships from data using linear programming and mixed integer linear programming.
GECCO Companion
Quang Nhat Huynh, Hemant Kumar Singh, Tapabrata Ray
2022 — conf
Identifying Stochastically Non-dominated Solutions Using Evolutionary Computation.
PPSN (2)
Hemant Kumar Singh, Jürgen Branke
2022 B conf
Investigating Neighborhood Solution Transfer Schemes for Bilevel Optimization.
CEC
Bing Wang, Hemant Kumar Singh, Tapabrata Ray
2022 J jnl
Investigating the Use of Linear Programming and Evolutionary Algorithms for Multi-Objective Electric Vehicle Charging Problem.
IEEE Access
Hemant Kumar Singh, Tapabrata Ray, Md Juel Rana, Steffen Limmer, Tobias Rodemann, Markus Olhofer
2022 J jnl
Towards identification of solutions of interest for multi-objective problems considering both objective and variable space information.
Appl. Soft Comput.
Tapabrata Ray, Hemant Kumar Singh, Kamrul Hasan Rahi, Tobias Rodemann, Markus Olhofer
2021 C conf
A Fast Converging Evolutionary Algorithm for Constrained Multiobjective Portfolio Optimization.
EMO
Yi Chen, Hemant Kumar Singh, Aimin Zhou, Tapabrata Ray
2021 — conf
Bridging kriging believer and expected improvement using bump hunting for expensive black-box optimization.
GECCO Companion
Bing Wang, Hemant Kumar Singh, Tapabrata Ray
2021 B conf
Comparing Expected Improvement and Kriging Believer for Expensive Bilevel Optimization.
CEC
Bing Wang, Hemant Kumar Singh, Tapabrata Ray
2021 J jnl
Feasibility-ratio based sequencing for computationally efficient constrained optimization.
Swarm Evol. Comput.
Kamrul Hasan Rahi, Hemant Kumar Singh, Tapabrata Ray
2021 C conf
Investigating Normalization Bounds for Hypervolume-Based Infill Criterion for Expensive Multiobjective Optimization.
EMO
Bing Wang, Hemant Kumar Singh, Tapabrata Ray
2021 A conf
Multi-objective optimization across multiple concepts: a case study on lattice structure design.
GECCO
Brandon Parker, Hemant Kumar Singh, Tapabrata Ray
2021 J jnl
Partial Evaluation Strategies for Expensive Evolutionary Constrained Optimization.
IEEE Trans. Evol. Comput.
Kamrul Hasan Rahi, Hemant Kumar Singh, Tapabrata Ray
2020 — conf
A preliminary study towards an improved shepherding model.
GECCO Companion
Heba El-Fiqi, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Hemant Kumar Singh, Robert A. Hunjet, Hussein A. Abbass
2020 — conf
Expediting the convergence of evolutionary algorithms by identifying promising regions of the search space.
GECCO Companion
Kamrul Hasan Rahi, Ahsanul Habib, Hemant Kumar Singh, Tapabrata Ray
2020 J jnl
Investigating the equivalence between PBI and AASF scalarization for multi-objective optimization.
Swarm Evol. Comput.
Hemant Kumar Singh, Kalyanmoy Deb
2020 — ch.
Many-Objective Optimization with Limited Computing Budget.
High-Performance Simulation-Based Optimization
Kalyan Shankar Bhattacharjee, Hemant Kumar Singh, Tapabrata Ray
2020 B conf
Online intensification of search around solutions of interest for multi/many-objective optimization.
CEC
Tapabrata Ray, Hemant Kumar Singh, Ahsanul Habib, Tobias Rodemann, Markus Olhofer
2020 J jnl
The Limits of Reactive Shepherding Approaches for Swarm Guidance.
IEEE Access
Heba El-Fiqi, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Hemant Kumar Singh, Robert A. Hunjet, Hussein A. Abbass
2020 J jnl
Understanding Hypervolume Behavior Theoretically for Benchmarking in Evolutionary Multi/Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Hemant Kumar Singh
2020 — conf
Wind-turbine design optimization using a many-objective evolutionary algorithm.
GECCO Companion
Ahsanul Habib, Kamrul Hasan Rahi, Hemant Kumar Singh, Tapabrata Ray
2019 J jnl
A Multiple Surrogate Assisted Decomposition-Based Evolutionary Algorithm for Expensive Multi/Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Ahsanul Habib, Hemant Kumar Singh, Tinkle Chugh, Tapabrata Ray, Kaisa Miettinen
2019 — conf
A component-wise study of K-RVEA: observations and potential future developments.
GECCO (Companion)
Ahsanul Habib, Hemant Kumar Singh, Tapabrata Ray
2019 — conf
A parametric investigation of PBI and AASF scalarizations.
GECCO (Companion)
Hemant Kumar Singh, Kalyanmoy Deb
2019 J jnl
Distance-Based Subset Selection for Benchmarking in Evolutionary Multi/Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Hemant Kumar Singh, Kalyan Shankar Bhattacharjee, Tapabrata Ray
2019 — conf
Identifying solutions of interest for practical many-objective problems using recursive expected marginal utility.
GECCO (Companion)
Hemant Kumar Singh, Tapabrata Ray, Tobias Rodemann, Markus Olhofer
2019 — conf
Investigating the use of linear programming to solve implicit symbolic regression problems.
GECCO (Companion)
Quang Nhat Huynh, Hemant Kumar Singh, Tapabrata Ray
2019 B conf
Investigating the use of sequencing and infeasibility driven strategies for constrained optimization.
CEC
Kamrul Hasan Rahi, Hemant Kumar Singh, Tapabrata Ray
2019 J jnl
Nested evolutionary algorithms for computationally expensive bilevel optimization problems: Variants and their systematic analysis.
Swarm Evol. Comput.
Hemant Kumar Singh, Md. Monjurul Islam, Tapabrata Ray, Michael J. Ryan
2019 C conf
Optimum Wind Farm Layouts: A Many-Objective Perspective and Case Study.
EMO
Kalyan Shankar Bhattacharjee, Hemant Kumar Singh, Tapabrata Ray
2019 B conf
Rollout based Heuristics for the Quantum Circuit Compilation Problem.
CEC
Shelvin Chand, Hemant Kumar Singh, Tapabrata Ray, Michael J. Ryan
2018 J jnl
An Enhanced Decomposition-Based Evolutionary Algorithm With Adaptive Reference Vectors.
IEEE Trans. Cybern.
Md. Asafuddoula, Hemant Kumar Singh, Tapabrata Ray
2018 B conf
Efficient Global Optimization for Solving Computationally Expensive Bilevel Optimization Problems.
CEC
Md. Monjurul Islam, Hemant Kumar Singh, Tapabrata Ray
2018 J jnl
Genetic Programming With Mixed-Integer Linear Programming-Based Library Search.
IEEE Trans. Evol. Comput.
Quang Nhat Huynh, Shelvin Chand, Hemant Kumar Singh, Tapabrata Ray
2018 — conf
Investigation of a Simple Distance Based Ranking Metric for Decomposition-Based Multi/Many-Objective Evolutionary Algorithms.
Australasian Conference on Artificial Intelligence
Hemant Kumar Singh, Kalyan Shankar Bhattacharjee, Tapabrata Ray, Sanaz Mostaghim
2018 B conf
Team Selection Using Multi-/Many-Objective Optimization with Integer Linear Programming.
CEC
Shelvin Chand, Hemant Kumar Singh, Tapabrata Ray
2018 — conf
Uncovering Performance Envelopes Through Optimum Design of Tests.
Australasian Conference on Artificial Intelligence
Tapabrata Ray, Ahsanul Habib, Hemant Kumar Singh, Michael J. Ryan
2017 — conf
A Batch Infill Strategy for Computationally Expensive Optimization Problems.
ACALCI
Ahsanul Habib, Hemant Kumar Singh, Tapabrata Ray
2017 J jnl
A Surrogate Assisted Approach for Single-Objective Bilevel Optimization.
IEEE Trans. Evol. Comput.
Md. Monjurul Islam, Hemant Kumar Singh, Tapabrata Ray
2017 B conf
A heuristic algorithm for solving resource constrained project scheduling problems.
CEC
Shelvin Chand, Hemant Kumar Singh, Tapabrata Ray
2017 B conf
Accelerating MOEA/D by Nelder-Mead method.
CEC
Hanwei Zhang, Aimin Zhou, Guixu Zhang, Hemant Kumar Singh
2017 J jnl
An Enhanced Memetic Algorithm for Single-Objective Bilevel Optimization Problems.
Evol. Comput.
Md. Monjurul Islam, Hemant Kumar Singh, Tapabrata Ray, Ankur Sinha
2017 J jnl
An approach to generate comprehensive piecewise linear interpolation of pareto outcomes to aid decision making.
J. Glob. Optim.
Kalyan Shankar Bhattacharjee, Hemant Kumar Singh, Tapabrata Ray
2017 J jnl
Bridging the Gap: Many-Objective Optimization and Informed Decision-Making.
IEEE Trans. Evol. Comput.
Kalyan Shankar Bhattacharjee, Hemant Kumar Singh, Michael J. Ryan, Tapabrata Ray
2017 B conf
Decomposition Based Evolutionary Algorithm with a Dual Set of reference vectors.
CEC
Kalyan Shankar Bhattacharjee, Hemant Kumar Singh, Tapabrata Ray, Qingfu Zhang
2017 — conf
Enhanced Pareto Interpolation Method to Aid Decision Making for Discontinuous Pareto Optimal Fronts.
Australasian Conference on Artificial Intelligence
Kalyan Shankar Bhattacharjee, Hemant Kumar Singh, Tapabrata Ray
2017 — conf
Improvement of Reference Points for Decomposition Based Multi-objective Evolutionary Algorithms.
SEAL
Hemant Kumar Singh, Xin Yao
2017 C ed.
Intelligent and Evolutionary Systems - The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings
IES
George Leu, Hemant Kumar Singh, Saber M. Elsayed
2017 — conf
Use of a Non-nested Formulation to Improve Search for Bilevel Optimization.
Australasian Conference on Artificial Intelligence
Md. Monjurul Islam, Hemant Kumar Singh, Tapabrata Ray
2016 — conf
A CUDA Implementation of an Improved Decomposition Based Evolutionary Algorithm for Multi-Objective Optimization.
GECCO (Companion)
Md. Asafuddoula, Hemant Kumar Singh, Tapabrata Ray
2016 — conf
A Nested Differential Evolution Based Algorithm for Solving Multi-objective Bilevel Optimization Problems.
ACALCI
Md. Monjurul Islam, Hemant Kumar Singh, Tapabrata Ray
2016 — conf
A Semantics based Symbolic Regression Framework for Mining Explicit and Implicit Equations from Data.
GECCO (Companion)
Quang Nhat Huynh, Hemant Kumar Singh, Tapabrata Ray
2016 — conf
A Study on Performance Metrics to Identify Solutions of Interest from a Trade-Off Set.
ACALCI
Kalyan Shankar Bhattacharjee, Hemant Kumar Singh, Tapabrata Ray
2016 B conf
A memetic algorithm for solving bilevel optimization problems with multiple followers.
CEC
Md. Monjurul Islam, Hemant Kumar Singh, Tapabrata Ray
2016 B conf
A multi-objective batch infill strategy for efficient global optimization.
CEC
Ahsanul Habib, Hemant Kumar Singh, Tapabrata Ray
2016 — conf
A study on the effectiveness of constraint handling schemes within Efficient Global Optimization framework.
SSCI
Ahsanul Habib, Hemant Kumar Singh, Tapabrata Ray
2016 J jnl
Development of optimization methods to deal with current challenges in engineering design optimization.
AI Commun.
Hemant Kumar Singh
2016 B conf
Finding robust solutions for resource constrained project scheduling problems involving uncertainties.
CEC
Shelvin Chand, Hemant Kumar Singh, Tapabrata Ray
2016 — conf
Improving Symbolic Regression through a semantics-driven framework.
SSCI
Quang Nhat Huynh, Hemant Kumar Singh, Tapabrata Ray
2016 B conf
Multiple surrogate assisted multiobjective optimization using improved pre-selection.
CEC
Kalyan Shankar Bhattacharjee, Hemant Kumar Singh, Tapabrata Ray, Jürgen Branke
2016 B conf
Optimum redesign of scale-free networks with robustness and cost considerations.
CEC
Quang Nhat Huynh, Hemant Kumar Singh, Tapabrata Ray
2016 — conf
Use of Infeasible Solutions During Constrained Evolutionary Search: A Short Survey.
ACALCI
Hemant Kumar Singh, Khairul Alam, Tapabrata Ray
2015 B conf
A Memetic Algorithm for solving single objective bilevel optimization problems.
CEC
Md. Monjurul Islam, Hemant Kumar Singh, Tapabrata Ray
2015 B conf
A multi-objective genetic programming approach to uncover explicit and implicit equations from data.
CEC
Bing Wang, Hemant Kumar Singh, Tapabrata Ray
2015 A conf
Characterizing Pareto Front Approximations in Many-objective Optimization.
GECCO
Md. Asafuddoula, Tapabrata Ray, Hemant Kumar Singh
2015 B conf
Performance of a steady state quantum genetic algorithm for multi/many-objective engineering optimization problems.
CEC
Md. Asafuddoula, Tapabrata Ray, Amitay Isaacs, Hemant Kumar Singh
2014 B conf
A benchmark generator for dynamic capacitated arc routing problems.
IEEE Congress on Evolutionary Computation
Min Liu, Hemant Kumar Singh, Tapabrata Ray
2014 B conf
A hybrid surrogate based algorithm (HSBA) to solve computationally expensive optimization problems.
IEEE Congress on Evolutionary Computation
Hemant Kumar Singh, Amitay Isaacs, Tapabrata Ray
2014 B conf
A memetic algorithm with a new split scheme for solving dynamic capacitated arc routing problems.
IEEE Congress on Evolutionary Computation
Min Liu, Hemant Kumar Singh, Tapabrata Ray
2014 B conf
Solving problems with a mix of hard and soft constraints using modified infeasibility driven evolutionary algorithm (IDEA-M).
IEEE Congress on Evolutionary Computation
Hemant Kumar Singh, Md. Asafuddoula, Tapabrata Ray
2013 J jnl
Optimum Oil Production Planning Using Infeasibility Driven Evolutionary Algorithm.
Evol. Comput.
Hemant Kumar Singh, Tapabrata Ray, Ruhul A. Sarker
2011 J jnl
A Pareto Corner Search Evolutionary Algorithm and Dimensionality Reduction in Many-Objective Optimization Problems.
IEEE Trans. Evol. Comput.
Hemant Kumar Singh, Amitay Isaacs, Tapabrata Ray
2011 B conf
Performance of a hybrid EA-DE-memetic algorithm on CEC 2011 real world optimization problems.
IEEE Congress on Evolutionary Computation
Hemant Kumar Singh, Tapabrata Ray
2010 J jnl
C-PSA: Constrained Pareto simulated annealing for constrained multi-objective optimization.
Inf. Sci.
Hemant Kumar Singh, Tapabrata Ray, Warren F. Smith
2010 B conf
Performance of infeasibility empowered memetic algorithm for CEC 2010 constrained optimization problems.
IEEE Congress on Evolutionary Computation
Hemant Kumar Singh, Tapabrata Ray, Warren F. Smith
2010 B conf
Surrogate assisted Simulated Annealing (SASA) for constrained multi-objective optimization.
IEEE Congress on Evolutionary Computation
Hemant Kumar Singh, Tapabrata Ray, Warren F. Smith