| 2022 | A Clustering-based Differential Evolution Boosted by a Regularisation-based Objective Function and a Local Refinement for Neural Network Training. Seyed Jalaleddin Mousavirad, Amir H. Gandomi, Hassan Homayoun |
| 2022 | A Comparative Study on Decision Making Mechanisms in a Simulated Swarm of Robots. Ahmed Almansoori, Muhanad Alkilabi, Elio Tuci |
| 2022 | A Comparative Study on Evolutionary Algorithms and Mathematical Programming Methods for Continuous Optimization. Ye Tian, Haowen Chen, Xiaoshu Xiang, Hao Jiang, Xingyi Zhang |
| 2022 | A Comprehensive Analysis of the Invariance of Exploratory Landscape Analysis Features to Function Transformations. Urban Skvorc, Tome Eftimov, Peter Korosec |
| 2022 | A Decomposition-Combination Optimization Method for Network Multiobjective Optimization Problems. Ziyuan Lyu, Tian Ding, Yuwei Fan |
| 2022 | A Discrete Differential Evolution Algorithm for a Military Fleet Modernization Problem. Ismail M. Ali, Hasan Hüseyin Turan, Sondoss Elsawah |
| 2022 | A Fast Randomized Local Search for Low Budget Optimization in Black-Box Permutation Problems. Valentino Santucci, Marco Baioletti |
| 2022 | A Fast and Compact Hybrid CNN for Hyperspectral Imaging-based Bloodstain Classification. Muhammad Hassaan Farooq Butt, Hamail Ayaz, Muhammad Ahmad, Jian Ping Li, Ramil Kuleev |
| 2022 | A Feature and Parameter Selection Approach for Visual Domain Adaptation using Particle Swarm Optimization. Ravi Ranjan Prasad Karn, Rakesh Kumar Sanodiya, Twinkle Sharma, Shreshtha Sharan, Kritika Garg, Jimson Mathew, Leehter Yao |
| 2022 | A GENTLER Approach to Urban Traffic Modelling and Prediction. Alina Patelli, John Rego Hamilton, Victoria Lush, Anikó Ekárt |
| 2022 | A Generative Hyper-Heuristic based on Multi-Objective Reinforcement Learning: the UAV Swarm Use Case. Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry |
| 2022 | A Genetic Ant Colony Optimization Algorithm for Inter-domain Path Computation problem under the Domain Uniqueness constraint. Do Tuan Anh, Nguyen Hoang Long, Tran Van Diep, Huynh Thi Thanh Binh |
| 2022 | A Genetic Programming-Based Hyper-Heuristic Approach for Multi-Objective Dynamic Workflow Scheduling in Cloud Environment. Yongbo Yu, Tao Shi, Hui Ma, Gang Chen |
| 2022 | A Grammar-based Evolutionary Approach for Assessing Deep Neural Source Code Classifiers. Martina Saletta, Claudio Ferretti |
| 2022 | A Hybrid BRKGA Approach for the Multiproduct Two Stage Capacitated Facility Location Problem. Igor Morais, Gabriel Souto, Glaydston Mattos Ribeiro, Israel Mendonça, Pedro Henrique González |
| 2022 | A Hypervolume Approximation Method Based on Angular Point. Chengxin Wen |
| 2022 | A Modular Knowledge-Driven Mutation Operator for Reference-Point Based Evolutionary Algorithms. Henrik Smedberg, Sunith Bandaru |
| 2022 | A Multifactorial Cellular Genetic Algorithm for Multimodal Multitask Optimization. Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo |
| 2022 | A Multimodal Multiobjective Genetic Algorithm for Feature Selection. Jing Liang, Junting Yang, Caitong Yue, Gongping Li, Kunjie Yu, Boyang Qu |
| 2022 | A Multiobjective Optimization Approach for Air Traffic Flow Management for Airspace Safety Enhancement. Qing Cai, Haojie Ang, Sameer Alam |
| 2022 | A New Integer Linear Program and A Grouping Genetic Algorithm with Controlled Gene Transmission for Joint Order Batching and Picking Routing Problem. Felipe Furtado Lorenci, Santiago Valdés Ravelo |
| 2022 | A Noise-Resistant Mixed-Discrete Particle Swarm Optimization Algorithm for the Automatic Design of Robotic Controllers. Cyrill Baumann, Alcherio Martinoli |
| 2022 | A Novel Fitness Function for Genetic Programming in Dynamic Flexible Job Shop Scheduling. Gaofeng Shi, Fangfang Zhang, Yi Mei |
| 2022 | A Preliminary Study of Multi-task MAP-Elites with Knowledge Transfer for Robotic Arm Design. Peng Liu, Zheng Guo, Hua Yu, Han Linghu, Yijing Li, Yaqing Hou, Hongwei Ge, Qiang Zhang |
| 2022 | A Primary Study on Hyper-Heuristics Powered by Artificial Neural Networks for Customising Population-based Metaheuristics in Continuous Optimisation Problems. Jose M. Tapia-Avitia, Jorge M. Cruz-Duarte, Ivan Amaya, José Carlos Ortiz-Bayliss, Hugo Terashima-Marín, Nelishia Pillay |
| 2022 | A Random Forest-Assisted Decomposition-Based Evolutionary Algorithm for Multi-Objective Combinatorial Optimization Problems. Matheus Bernardelli de Moraes, Guilherme Palermo Coelho |
| 2022 | A Sensitivity Analysis of PSO Parameters Solving the P2P Electricity Market Problem. Miguel Vieira, Ricardo Faia, Fernando Lezama, Zita A. Vale |
| 2022 | A Simple Evolutionary Algorithm for Multi-modal Multi-objective Optimization. Tapabrata Ray, Mohammad Mohiuddin Mamun, Hemant Kumar Singh |
| 2022 | A Study of Transfer Learning in an Ant-Based Generation Construction Hyper-Heuristic. Emilio Singh, Nelishia Pillay |
| 2022 | A Study on Six Memetic Strategies for Multimodal Optimisation by Differential Evolution. Ferrante Neri, Matthew Todd |
| 2022 | A Surrogate Model Assisted Estimation of Distribution Algorithm with Mutil-acquisition Functions for Expensive Optimization. Hao Hao, Shuai Wang, Bingdong Li, Aimin Zhou |
| 2022 | A Transfer Learning Hyper-heuristic Approach for Automatic Tailoring of Unfolded Population-based Metaheuristics. Jorge M. Cruz-Duarte, Ivan Amaya, José Carlos Ortiz-Bayliss, Nelishia Pillay |
| 2022 | A Version of NL-SHADE-RSP Algorithm with Midpoint for CEC 2022 Single Objective Bound Constrained Problems. Rafal Biedrzycki, Jaroslaw Arabas, Eryk Warchulski |
| 2022 | A bi-objective single-server congested edge-based facility location problem under disruption. Mahmoud Golabi, Lhassane Idoumghar, Jamal Arkat |
| 2022 | A conjugated evolutionary algorithm for hyperparameter optimization. Luis Japa, Marcello Serqueira, Israel Mendonça, Eduardo Bezerra, Masayoshi Aritsugi, Pedro Henrique González |
| 2022 | A discrete clonal selection algorithm for filter-based local feature selection. Yi Wang, Tao Li, Xiaojie Liu, Jian Yao |
| 2022 | A fix-and-optimize matheuristic for the k-labelled spanning forest problem. Tiago F. D. Pinheiro, Santiago Valdés Ravelo, Luciana S. Buriol |
| 2022 | A level-based learning swarm optimizer with a hybrid constraint-handling technique for large-scale portfolio selection problems. Massimiliano Kaucic, Filippo Piccotto |
| 2022 | A multifactorial differential evolution with hybrid global and local search strategies. Mingyu Xu, Yongjin Zheng, Yew-Soon Ong, Zexuan Zhu, Xiaoliang Ma |
| 2022 | A multitasking surrogate-assisted differential evolution method for solving bi-level optimization problems. Igor L. S. Russo, Helio J. C. Barbosa |
| 2022 | A replacement scheme based on dynamic penalization for controlling the diversity of the population in Genetic Programming. Ricardo Nieto-Fuentes, Carlos Segura |
| 2022 | A two-stage multi-objective evolutionary algorithm for large-scale multi-objective optimization. Wei Liu, Chen Li, Xingxing Hao, Fei Xie, Haiyang Nan, Honghao Zhai, Jiyao Yang |
| 2022 | AGAVaPS - Adaptive Genetic Algorithm with Varying Population Size. Rafael Rodrigues Mendes Ribeiro, Carlos Dias Maciel |
| 2022 | Adaptive Multi-subpopulation based Differential Evolution for Global Optimization. Qingping Liu, Tingting Pang, Kaige Chen, Zuling Wang, Weiguo Sheng |
| 2022 | Adaptive PBI for Massively Parallel MOEA/D in a Distributed Memory Environment. Yuji Sato, Tomoya Hirayama, Ryo Ikami |
| 2022 | Adversarial Differential Evolution for Multimodal Optimization Problems. Yi Jiang, Chun-Hua Chen, Zhi-Hui Zhan, Yun Li, Jun Zhang |
| 2022 | Adversarial Robustness Assessment of NeuroEvolution Approaches. Inês Valentim, Nuno Lourenço, Nuno Antunes |
| 2022 | Algorithm Selection for Combinatorial Packing Problems. Ioana Sitaru, Madalina Raschip |
| 2022 | An Adaptive Biased Random-key Genetic Algorithm for Rank Aggregation with Ties and Incomplete Rankings. Luiz Henrique Nogueira Lorena, Antonio Augusto Chaves, Geraldo R. Mauri, Luiz Antonio Nogueira Lorena |
| 2022 | An Adaptive Differential Evolution with Mutation Strategy Pools for Global Optimization. Tingting Pang, Jing Wei, Kaige Chen, Zuling Wang, Weiguo Sheng |
| 2022 | An Adaptive Multiobjective Evolutionary Algorithm for Economic Emission Dispatch. Tsung-Che Chiang, Thammarsat Visutarrom, Sadan Kulturel-Konak, Abdullah Konak |
| 2022 | An Enhanced Multi-Phase Stochastic Differential Evolution Framework for Numerical Optimization. Heba Abdel-Nabi, Mostafa Z. Ali, Mohammad I. Daoud, Rami Alazrai, Arafat Awajan, Robert G. Reynolds, Ponnuthurai N. Suganthan |
| 2022 | An Explainable Classifier based on Genetically Evolved Graph Structures. João Roberto Bertini Junior, Alberto Cano |
| 2022 | An Improved Ant Colony Approach for the Competitive Traveling Salesmen Problem. Xinyang Du, Ruibin Bai, Tianxiang Cui, Rong Qu, Jiawei Li |
| 2022 | An Improved DE Algorithm to Optimise the Learning Process of a BERT-based Plagiarism Detection Model. Seyed Vahid Moravvej, Seyed Jalaleddin Mousavirad, Diego Oliva, Gerald Schaefer, Zahra Sobhaninia |
| 2022 | An Initial Investigation of Data-Lean Transfer Evolutionary Optimization with Probabilistic Priors. Ray Lim, Abhishek Gupta, Yew-Soon Ong |
| 2022 | An Interpolated Approach for Active Debris Removal. João Batista Rodrigues Neto, Gabriel de Oliveira Ramos |
| 2022 | An adaptive variant of jSO with multiple crossover strategies employing Eigen transformation. Patrik Kolenovsky, Petr Bujok |
| 2022 | An evolutionary search algorithm for efficient ResNet-based architectures: a case study on gender recognition. André Ramos Fernandes Da Silva, Lucas Marcondes Pavelski, Luiz Alberto Queiroz Cordovil Júnior, Paulo Henrique De Oliveira Gomes, Layane Menezes Azevedo, Francisco Erivaldo Fernandes Junior |
| 2022 | An extended memetic algorithm for multiobjective routing and scheduling of airport ground movements with intermediate holding. Tianci Zhang, Lilla Beke, Songwei Liu, Michal Weiszer, Jun Chen |
| 2022 | An improved Estimation of Distribution Algorithm for Solving Constrained Mixed-Integer Nonlinear Programming Problems. Daniel Molina Pérez, Edgar Alfredo Portilla-Flores, Efrén Mezura-Montes, Eduardo Vega-Alvarado |
| 2022 | An in-depth investigation of genetic programming and nine other machine learning algorithms in a financial forecasting problem. Xinpeng Long, Michael Kampouridis, Delaram Jarchi |
| 2022 | Asynchronous Evolutionary Algorithm for Finding Backdoors in Boolean Satisfiability. Artem Pavlenko, Daniil Chivilikhin, Alexander A. Semenov |
| 2022 | Automated Design of Hybrid Metaheuristics: A Fitness Landscape Analysis. Ahmed Hassan, Nelishia Pillay |
| 2022 | Automated Graph Genetic Algorithm based Puzzle Validation for Faster Game Design. Karine Levonyan, Jesse Harder, Fernando de Mesentier Silva |
| 2022 | Automated Machine Learning for Time Series Prediction. Felipe Rooke da Silva, Alex Borges Vieira, Heder Soares Bernardino, Victor Aquiles Alencar, Lucas Ribeiro Pessamilio, Helio José Corrêa Barbosa |
| 2022 | Avoiding strategic behaviors in the egalitarian social welfare under public resources and non-additive utilities. Jonathan Carrero, Ismael Rodríguez, Fernando Rubio |
| 2022 | Balancing Exploration and Exploitation for Solving Large-scale Multiobjective Optimization via Attention Mechanism. Haokai Hong, Min Jiang, Liang Feng, Qiuzhen Lin, Kay Chen Tan |
| 2022 | Benchmarking Dynamic Capacitated Arc Routing Algorithms Using Real-World Traffic Simulation. Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao |
| 2022 | Beta Distribution based XCS Classifier System. Hiroki Shiraishi, Yohei Havamizu, Hiroyuki Sato, Keiki Takadama |
| 2022 | Bicriterion Coevolution for the Multi-objective Travelling Salesperson Problem. Ying Ying Liu, Parimala Thulasiraman, Nelishia Pillay |
| 2022 | Blended-wing-body underwater glider shape transfer optimization. Weixi Chen, Huachao Dong, Peng Wang, Xiaozuo Liu |
| 2022 | Bootstrapped Neuro-Simulation for Damage Recovery in Complex Robots. Brydon A. Leonard, Mathys C. du Plessis |
| 2022 | Budgeted Classification with Rejection: An Evolutionary Method with Multiple Objectives. Nolan H. Hamilton, Errin W. Fulp |
| 2022 | Centroid regression using CNN-based Image Processing Algorithm with application to a binary asteroid system. Aurelio Kaluthantrige, Jinglang Feng, Jesus Gíl-Fernández, Andrea Pellacani |
| 2022 | Clustering Center-based Differential Evolution. Rasa Khosrowshahli, Shahryar Rahnamayan, Azam Asilian Bidgoli |
| 2022 | CogIntAc: Modeling the Relationships between Intention, Emotion and Action in Interactive Process from Cognitive Perspective. Wei Peng, Yue Hu, Yuqiang Xie, Luxi Xing, Yajing Sun |
| 2022 | Combining Soft-Actor Critic with Cross-Entropy Method for Policy Search in Continuous Control. Hieu Trung Nguyen, Khang Tran, Ngoc Hoang Luong |
| 2022 | Comparative study of classifier performance using automatic feature construction by M3GP. João E. Batista, Sara Silva |
| 2022 | Comparison of evolutionary algorithms for synthesis of linear array of antennas with minimal level of sidelobe. Elpidio C. De A. Bisneto, Mariana B. S. A. De Brito, Sébastien R. M. J. Rondineau, Daniel M. Muñoz |
| 2022 | Continual Learning for anomaly detection on turbomachinery prototypes - A real application. Valentina Gori, Giacomo Veneri, Valeria Ballarini |
| 2022 | Cooperative Multi-objective Topology Optimization Using Clustering and Metamodeling. Nivesh Dommaraju, Mariusz Bujny, Stefan Menzel, Markus Olhofer, Fabian Duddeck |
| 2022 | DMC-GRASP: A Continuous GRASP hybridized with Data Mining. Raphael Gomes Santos, Alexandre Plastino, Alexandre César Muniz de Oliveira |
| 2022 | Designing Deep Convolutional Neural Networks using a Genetic Algorithm for Image-based Malware Classification. Cornelius Paardekooper, Nasimul Noman, Raymond Chiong, Vijay Varadharajan |
| 2022 | Differential Evolution with an Unbounded Population. Tomofumi Kitamura, Alex Fukunaga |
| 2022 | Digital Twin Based Evolutionary Building Facility Control Optimization. Kohei Fukuhara, Ryo Kumagai, Fukawa Yuta, Shin-ichi Tanabe, Hiroki Kawano, Yoshihiro Ohta, Hiroyuki Sato |
| 2022 | Double-Assimilation of Prosperity and Destruction Oriented Improved Imperialist Competitive Algorithm with Computational Thinking. Bin Li, Zhi-Bin Tang |
| 2022 | Duplicate Individuals in Differential Evolution. Tomofumi Kitamura, Alex Fukunaga |
| 2022 | Dynamic In Vivo Computation: Nanobiosensing from a Dynamic Optimization Perspective. Shaolong Shi, Yifan Chen, Qiang Liu, Jurong Ding, Qingfu Zhang |
| 2022 | Dynamic Multi-objective Optimisation Using Multi-guide Particle Swarm Optimisation. Pawel Jocko, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht |
| 2022 | Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis. Dirk Schweim, Dominik Sobania, Franz Rothlauf |
| 2022 | Eigen Crossover in Cooperative Model of Evolutionary Algorithms Applied to CEC 2022 Single Objective Numerical Optimisation. Petr Bujok, Patrik Kolenovsky |
| 2022 | Electric Vehicle Routing Problem: Literature Review, Instances and Results with a Novel Ant Colony Optimization Method. Marios Thymianis, Alexandros Tzanetos, Eneko Osaba, Georgios Dounias, Javier Del Ser |
| 2022 | Ensemble of deep learning models with surrogate-based optimization for medical image segmentation. Truong Dang, Anh Vu Luong, Alan Wee-Chung Liew, John McCall, Tien Thanh Nguyen |
| 2022 | Evolutionary Algorithms for Planning Remote Electricity Distribution Networks Considering Isolated Microgrids and Geographical Constraints. Manou Rosenberg, Mark Reynolds, Tim French, Lyndon While |
| 2022 | Evolutionary Automated Machine Learning for Multi-Scale Decomposition and Forecasting of Sensor Time Series. Mikhail Sarafanov, Valerii Pokrovskii, Nikolay O. Nikitin |
| 2022 | Evolutionary Construction of Perfectly Balanced Boolean Functions. Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Marko Djurasevic, Alberto Leporati |
| 2022 | Evolutionary Large-Scale Multiobjective Optimization via Self-guided Problem Transformation. Songbai Liu, Min Jiang, Qiuzhen Lin, Kay Chen Tan |
| 2022 | Evolutionary Multi-Armed Bandits with Genetic Thompson Sampling. Baihan Lin |
| 2022 | Evolutionary Node Layout and Edge Bundling. Junsei Meikari, Ryosuke Saga |
| 2022 | Evolutionary Real-world Item Stock Allocation for Japanese Electric Commerce. Yasuyuki Mitsui, Yuki Yamakoshi, Hiroyuki Sato |
| 2022 | Evolutionary Scheduling of University Activities Based on Consumption Forecasts to Minimise Electricity Costs. Julian Ruddick, Evgenii Genov, Luis Ramirez Camargo, Thierry Coosemans, Maarten Messagie |
| 2022 | Evolutionary Topology Optimization Using Quadtree Genetic Programming. Naruhiko Nimura, Akira Oyama |
| 2022 | Evolving Classification Rules for Predicting Hypoglycemia Events. Marina de la Cruz López, Carlos Cervigón, Jorge Alvarado, Marta Botella, José Ignacio Hidalgo |
| 2022 | Evolving Counterfactual Explanations with Particle Swarm Optimization and Differential Evolution. Hayden Andersen, Andrew Lensen, Will N. Browne, Yi Mei |
| 2022 | Evolving Hardware by Direct Bitstream Manipulation of a Modern FPGA. Clemens Fritzsch, Jörn Hoffmann, Martin Bogdan |
| 2022 | Evolving Neural Networks for a Generalized Divide the Dollar Game. Garrison W. Greenwood, Daniel A. Ashlock |
| 2022 | Evolving Weighted Contact Networks for Epidemic Modeling: the Ring and the Power. James Sargant, Sheridan K. Houghten, Michael Dubé |
| 2022 | Expectation Maximization based algorithm applied to DNA sequence motif finder. Jader M. Caldonazzo Garbelini, Danilo Sipoli Sanches, Aurora Trinidad Ramirez Pozo |
| 2022 | Exploration of Ontological Representations for Evolutionary Computation. Hugo Alcaraz-Herrera, John Cartlidge |
| 2022 | Fast Moving Natural Evolution Strategy for High-Dimensional Problems. Masahiro Nomura, Isao Ono |
| 2022 | Fast Re-Optimization of LeadingOnes with Frequent Changes. Nina Bulanova, Arina Buzdalova, Carola Doerr |
| 2022 | Finding Cost-Effective Re-Layouting Solutions in Modern Brownfield Facility Layout Planning. Thomas Seidelmann, Sanaz Mostaghim |
| 2022 | Gabo: Gene Analysis Bitstring Optimization. Jonatan Gómez, Elizabeth León |
| 2022 | Generative Optimisation of Resilient Drone Logistic Networks. Gianluca Filippi, Massimiliano Vasile, Edoardo Patelli, Marco Fossati |
| 2022 | Genetic Micro-Programs for Automated Software Testing with Large Path Coverage. Jarrod Goschen, Anna S. Bosman, Stefan Gruner |
| 2022 | Genetic Programming Hyper-heuristic with Gaussian Process-based Reference Point Adaption for Many-Objective Job Shop Scheduling. Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang |
| 2022 | Genetic Programming for Vehicle Subset Selection in Ambulance Dispatching. Jordan MacLachlan, Yi Mei, Fangfang Zhang, Mengjie Zhang |
| 2022 | Genetic Programming with Cluster Selection for Dynamic Flexible Job Shop Scheduling. Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang |
| 2022 | Genetic Programming with Multi-case Fitness for Dynamic Flexible Job Shop Scheduling. Meng Xu, Fangfang Zhang, Yi Mei, Mengjie Zhang |
| 2022 | Global Search versus Local Search in Hyperparameter Optimization. Yoshihiko Ozaki, Shintaro Takenaga, Masaki Onishi |
| 2022 | Global and Local Area Coverage Path Planner for a Reconfigurable Robot. S. M. Bhagya P. Samarakoon, M. A. Viraj J. Muthugala, Mohan Rajesh Elara |
| 2022 | Handling stagnation through diversity analysis: A new set of operators for evolutionary algorithms. Bernardo Morales-Castañeda, Oscar Maciel-Castillo, Mario A. Navarro, Itzel Aranguren, Arturo Valdivia, Alfonso Ramos-Michel, Diego Oliva, Salvador Hinojosa |
| 2022 | High school timetabling at a federal educational institute in Brazil. Lucas H. A. Dantas, Romerito C. Andrade, Leonardo C. T. Bezerra |
| 2022 | Hybrid Tourism Recommendation System: A Multi-Objective Perspective. Shenqing Wang, Ruifen Cao, Ye Tian, Chunhou Zheng |
| 2022 | Hybridizing A Genetic Algorithm With Reinforcement Learning for Automated Design of Genetic Algorithms. Ahmed Hassan, Nelishia Pillay |
| 2022 | Hyperparameters Adaptive Sharing Based on Transfer Learning for Scalable GPs. Caie Hu, Sanyou Zeng, Changhe Li |
| 2022 | IEEE Congress on Evolutionary Computation, CEC 2022, Padua, Italy, July 18-23, 2022 |
| 2022 | IMODEII: an Improved IMODE algorithm based on the Reinforcement Learning. Karam M. Sallam, Mohamed Abdel-Basset, Mohammed El-Abd, Ali Wagdy Mohamed |
| 2022 | Identifying minimal set of Exploratory Landscape Analysis features for reliable algorithm performance prediction. Ana Nikolikj, Risto Trajanov, Gjorgjina Cenikj, Peter Korosec, Tome Eftimov |
| 2022 | Impacts of Single-objective Landscapes on Multi-objective Optimization. Shoichiro Tanaka, Keiki Takadama, Hiroyuki Sato |
| 2022 | Improving the Urban Accessibility of Older Pedestrians using Multi-objective Optimization. Iñigo Delgado-Enales, Patricia Molina-Costa, Eneko Osaba, Silvia Urra-Uriarte, Javier Del Ser |
| 2022 | Improving the optimization performance by an adaptable design: A dynamic selection of operators via criteria-based matrix for evolutionary algorithms. Mario A. Navarro, Alfonso Ramos-Michel, Bernardo Morales-Castañeda, Oscar Maciel-Castillo, Itzel Aranguren, Arturo Valdivia, Diego Oliva, Seyed Jalaleddin Mousavirad |
| 2022 | Intelligent Decision Support System for Planetary Defense under Mixed Aleatory/Epistemic Uncertainties. Yirui Wang, Massimiliano Vasile |
| 2022 | Interval-based Cost-sensitive Classification Tree Induction as a Bi-level Optimization Problem. Rihab Said, Maha Elarbi, Slim Bechikh, Carlos A. Coello Coello, Lamjed Ben Said |
| 2022 | Investigating Neighborhood Solution Transfer Schemes for Bilevel Optimization. Bing Wang, Hemant Kumar Singh, Tapabrata Ray |
| 2022 | Joint Optimization of Topology and Hyperparameters of Hybrid DNNs for Sentence Classification. Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato |
| 2022 | Large-scale Multi-objective Optimization for Water Quality in Chesapeake Bay Watershed. Gregorio Toscano, Juan Sebastian Hernandez-Suarez, Julian Blank, A. Pouyan Nejadhashemi, Kalyanmoy Deb, Lewis C. Linker |
| 2022 | Large-scale crude oil scheduling: A framework of hybrid optimization based on plan decomposition. Wanting Zhang, Wei Du, Guo Yu, Renchu He, Wenli Du |
| 2022 | Learning Obstacle-Avoiding Lattice Paths using Swarm Heuristics: Exploring the Bijection to Ordered Trees. Victor Parque |
| 2022 | Learning Strategies on Scheduling Heuristics of Genetic Programming in Dynamic Flexible Job Shop Scheduling. Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang |
| 2022 | Learning the Impact of Group Structure on Optimal Herd Path Planning with Cultural Algorithms. Thomas Palazzolo, Chencheng Zhang, Sarah Saad, Robert G. Reynolds |
| 2022 | Learning to Search Promising Regions by a Monte-Carlo Tree Model. Hai Xia, Changhe Li, Sanyou Zeng, Qingshan Tan, Junchen Wang, Shengxiang Yang |
| 2022 | Learning-based Selection process for Branch and Bound Algorithms. Karima Rihane, Adel Dabah, Abdelhakim AitZai |
| 2022 | Managing Diversity and Many Objectives in Evolutionary Design. Sheikh Faishal Basher, Brian J. Ross |
| 2022 | Measuring the Effects of Increasing Dimensionality on Fitness-Based Selection and Failed Exploration. Stephen Chen, Antonio Bolufé Röhler, James Montgomery, Dania Tamayo-Vera, Tim Hendtlass |
| 2022 | Metaheuristic Optimization Solving Demand Response Contract Markets with Network Validation. Eduardo Lacerda, Fernando Lezama, João P. Soares, Bruno Canizes, Zita A. Vale |
| 2022 | Methods to Detect and Address Stall in Particle Swarm Optimization. Naeeme YadollahPour, Stephen Chen |
| 2022 | Mixed Media in Evolutionary Art. Jordan Maslen, Brian J. Ross |
| 2022 | Multi-Modal Multi-Objective Test Problems with an Infinite Number of Equivalent Pareto Sets. Hisao Ishibuchi, Yiming Peng, Lie Meng Pang |
| 2022 | Multi-Objective Bilevel Recommender System for Food Diets. Vítor O. Pochmann, Fernando J. Von Zuben |
| 2022 | Multi-Objective Factored Evolutionary Optimization and the Multi-Objective Knapsack Problem. Amy Peerlinck, John Sheppard |
| 2022 | Multi-Objective Optimization of Sampling Algorithms Pipeline for Unbalanced Problems. Péricles B. C. Miranda, Rafael Ferreira Mello, André C. A. Nascimento, Tapas Si |
| 2022 | Multi-Objective Roadmap Optimization for Multiagent Navigation. Sebastian Mai, Maximilian Deubel, Sanaz Mostaghim |
| 2022 | Multi-objective 3D Path Planning for UAVs in Large-Scale Urban Scenarios. Nikolas Hohmann, Mariusz Bujny, Jürgen Adamy, Markus Olhofer |
| 2022 | Multi-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program Synthesis. Ning Tao, Anthony Ventresque, Takfarinas Saber |
| 2022 | Multi-objective prioritization for data center vulnerability remediation. Felipe Colombelli, Vítor Kehl Matter, Bruno Iochins Grisci, Leomar Lima, Karine Heinen, Marcio Borges, Sandro José Rigo, Jorge Luis Victória Barbosa, Rodrigo da Rosa Righi, Cristiano André da Costa, Gabriel de Oliveira Ramos |
| 2022 | Multiparty Multiobjective Optimization By MOEA/D. Yatong Chang, Wenjian Luo, Xin Lin, Zeneng She, Yuhui Shi |
| 2022 | Multiple Crossover and Mutation Operators Enabled Genetic Algorithm for Non-slicing VLSI Floorplanning. Yi-Feng Chang, Chuan-Kang Ting |
| 2022 | Multiple Topology SHADE with Tolerance-based Composite Framework for CEC2022 Single Objective Bound Constrained Numerical Optimization. Bo Sun, Yafeng Sun, Wei Li |
| 2022 | NL-SHADE-LBC algorithm with linear parameter adaptation bias change for CEC 2022 Numerical Optimization. Vladimir Stanovov, Shakhnaz Akhmedova, Eugene Semenkin |
| 2022 | Nantong Blue Calico Image Dataset and Its Recognition. Xiang Yu, Li Zhang, Mei Shen |
| 2022 | Now I Know My Alpha, Beta, Gammas: Variants in an Epidemic Scheme. Michael Dubé, Sheridan K. Houghten |
| 2022 | On the hardness of finding good pacts. Aitor Godoy, Ismael Rodríguez, Fernando Rubio |
| 2022 | Opposition-Inspired Strategies for Tabu Search approaches proposed for Knapsack Problems. Victoria Miranda-Burgos, Nicolás Rojas-Morales |
| 2022 | Optical Music recognition and Deep Learning: An application to 4-part harmony. Francisco Fernández de Vega, Jorge Alvarado, Juan Villegas-Cortéz |
| 2022 | Optimal Production Scheduling using a Production Simulator and Multi-population Global-best Modified Brain Storm Optimization. Kenjiro Takahashi, Yoshikazu Fukuyama, Shuhei Kawaguchi, Takaomi Sato |
| 2022 | Optimization of real-world supply routes by nature-inspired metaheuristics. Pavel Krömer, Vojtech Uher |
| 2022 | Optimizing Mixed-Asset Portfolios With Real Estate: Why Price Predictions? Fatim Z. Habbab, Michael Kampouridis |
| 2022 | Parameter Tuning and Control: A Case Study on Differential Evolution With Polynomial Mutation. Julian Blank, Kalyanmoy Deb |
| 2022 | Performance of Composite PPSO on Single Objective Bound Constrained Numerical Optimization Problems of CEC 2022. Bo Sun, Wei Li, Ying Huang |
| 2022 | Physics-based loss and machine learning approach in application to non-Newtonian fluids flow modeling. Elena Kornaeva, Alexey Kornaev, Alexander Fetisov, Ivan Stebakov, Bulat Ibragimov |
| 2022 | Predicting Personas Using Mechanic Frequencies and Game State Traces. Michael Cerny Green, Ahmed Khalifa, M Charity, Debosmita Bhaumik, Julian Togelius |
| 2022 | Predicting the effects of kinetic impactors on asteroid deflection using end-to-end deep learning. Emma Stevenson, Riansares Martinez, Víctor Rodríguez-Fernández, David Camacho |
| 2022 | Probabilistic Structured Grammatical Evolution. Jessica Mégane, Nuno Lourenço, Penousal Machado |
| 2022 | Punctuated Equilibrium and Neutral Networks in Genetic Algorithms. Eugen Croitoru, Alexandru-Denis Chiparus, Henri Luchian |
| 2022 | QL-SSA: An Adaptive Q-Learning based Squirrel Search Algorithm for Feature Selection. Vandana Bharti, Bhaskar Biswas, Kaushal Kumar Shukla |
| 2022 | Quantum Circuit Evolution on NISQ Devices. Lukas Franken, Bogdan Georgiev, Sascha Mücke, Moritz Wolter, Raoul Heese, Christian Bauckhage, Nico Piatkowski |
| 2022 | Quantum Mating Operator: A New Approach to Evolve Chromosomes in Genetic Algorithms. Giovanni Acampora, Roberto Schiattarella, Autilia Vitiello |
| 2022 | Quantum- Inspired Structure- Preserving Probabilistic Inference. Sascha Mücke, Nico Piatkowski |
| 2022 | R2-HMEWO: Hybrid multi-objective evolutionary algorithm based on the Equilibrium Optimizer and Whale Optimization Algorithm. Farajollah Tahernezhad-Javazm, Debbie Rankin, Damien Coyle |
| 2022 | Random Learning Particle Swarm Optimization with Quasi-Newton Exploitation Mechanism. Xia Wang, Hongwei Ge, Liang Sun, Xinming Zhang |
| 2022 | Reducing the Number of Training Cases in Genetic Programming. Giacomo Zoppi, Leonardo Vanneschi, Mario Giacobini |
| 2022 | Restructuring Particle Swarm Optimization algorithm based on linear system theory. Jian Zhu, Jianhua Liu, Zihang Wang, Yuxiang Chen |
| 2022 | Robust Constrained Multi-objective Evolutionary Algorithm based on Polynomial Chaos Expansion for Trajectory Optimization. Yuji Takubo, Masahiro Kanazaki |
| 2022 | Rule Induction Using Set-Based Particle Swarm Optimisation. Jean-Pierre van Zyl, Andries P. Engelbrecht |
| 2022 | SAC-AP: Soft Actor Critic based Deep Reinforcement Learning for Alert Prioritization. Lalitha Chavali, Tanay Gupta, Paresh Saxena |
| 2022 | Searching Crease Patterns by Genetic Algorithm for Origami Design. Meng-Huan Lu, Yu-Wei Wen, Chuan-Kang Ting |
| 2022 | Segregating Satellite Imagery Based on Soil Moisture Level Using Advanced Differential Evolutionary Multilevel Segmentation. Meera Ramadas, Ajith Abraham |
| 2022 | Sequence-based Selection Hyper-heuristics for Real-World Fibre Network Design Optimisation. Anil Arpaci, Jun Chen, John H. Drake, Tim Glover |
| 2022 | Setup of a New Adaptive Fuzzy Particle Swarm Optimization Algorithm. Nicolas Roy, Charlotte Beauthier, Alexandre Mayer |
| 2022 | Smart Operators for Inducing Colorectal Cancer Classification Trees with PonyGE2 Grammatical Evolution Python Package. José A. Delgado-Osuna, Carlos García-Martínez, Sebastián Ventura |
| 2022 | Solver-Based Fitness Function for the Data-Driven Evolutionary Discovery of Partial Differential Equations. Mikhail Maslyaev, Alexander Hvatov |
| 2022 | Solving constrained problems with dynamic objective functions. Noha M. Hamza, Saber M. Elsayed, Ruhul A. Sarker, Daryl Essam |
| 2022 | Solving the Electric Capacitated Vehicle Routing Problem with Cargo Weight. Michalis Mavrovouniotis, Changhe Li, Georgios Ellinas, Marios M. Polycarpou |
| 2022 | Solving the Optimal Active-Reactive Power Dispatch Problem in Smart Grids with the C-DEEPSO Algorithm. Carolina Gil Marcelino, Elizabeth F. Wanner, Flávio V. C. Martins, Jorge Pérez-Aracil, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz |
| 2022 | Solving the Point Feature Cartographic Label Placement problem using Jaccard index as a measure of labels intersection. Geraldo R. Mauri, Luiz Henrique Nogueira Lorena, Luiz Antonio Nogueira Lorena, Antonio Augusto Chaves |
| 2022 | Sports Camera Pose Refinement U sing an Evolution Strategy. Grzegorz Rypesc, Grzegorz Kurzejamski, Jacek Komorowski |
| 2022 | Stabilization of Higher Periodic Orbits of the Duffing Map using Meta-evolutionary Approaches: A Preliminary Study. Radomil Matousek, Tomas Hulka |
| 2022 | Step-Size Individualization: a Case Study for The Fish School Search Family. Hugo de Andrade Amorim Neto, Marcelo Gomes Pereira de Lacerda, Fernando Buarque de Lima Neto |
| 2022 | Summit-assisted Evolutionary Multitasking. Cheng-Yu Hsieh, Rung-Tzuo Liaw |
| 2022 | Supervised Multi-Objective Optimization Algorithm Using Estimation. Tomoaki Takagi, Keiki Takadama, Hiroyuki Sato |
| 2022 | Surrogate-Assisted Evolutionary Generative Design Of Breakwaters Using Deep Convolutional Networks. Nikita O. Starodubcev, Nikolay O. Nikitin, Anna V. Kalyuzhnaya |
| 2022 | Terrain Analysis in StarCraft 1 and 2 as Combinatorial Optimization. Florian Richoux |
| 2022 | Test Case Prioritization and Reduction Using Hybrid Quantum-behaved Particle Swarm Optimization. Anu Bajaj, Ajith Abraham |
| 2022 | The $(1+(\lambda, \lambda))$ Genetic Algorithm on the Vertex Cover Problem: Crossover Helps Leaving Plateaus. Maxim Buzdalov |
| 2022 | The multi-objective dynamic shortest path problem. Juarez Machado da Silva, Gabriel de Oliveira Ramos, Jorge L. V. Barbosa |
| 2022 | Towards Hexapod Gait Adaptation using Enumerative Encoding of Gaits: Gradient-Free Heuristics. Victor Parque |
| 2022 | Towards Improving Simulations of Flows around Spherical Particles Using Genetic Programming. Julia Reuter, Manoj Cendrollu, Fabien Evrard, Sanaz Mostaghim, Berend G. M. van Wachem |
| 2022 | Towards Run-time Efficient Hierarchical Reinforcement Learning. Sasha Abramowitz, Geoff Nitschke |
| 2022 | Trading Strategies Optimization by Genetic Algorithm under the Directional Changes Paradigm. Ozgur Salman, Michael Kampouridis, Delaram Jarchi |
| 2022 | Training Variational Quantum Circuits through Genetic Algorithms. Giovanni Acampora, Angela Chiatto, Autilia Vitiello |
| 2022 | Trajectory-based Algorithm Selection with Warm-starting. Anja Jankovic, Diederick Vermetten, Ana Kostovska, Jacob de Nobel, Tome Eftimov, Carola Doerr |
| 2022 | Transitions from P to NP-hardness: the case of the Linear Ordering Problem. Anne Elorza, Leticia Hernando, José Antonio Lozano |
| 2022 | TwoDCA: A 2-Dimensional Dendritic Cell Algorithm with Dynamic Cell Migration. Julie Greensmith, Longzhi Yang |
| 2022 | U sing strongly typed genetic programming to combine technical and sentiment analysis for algorithmic trading. Eva Christodoulaki, Michael Kampouridis |
| 2022 | Using Average-Fitness Based Selection to Combat the Curse of Dimensionality. Stephen Chen, Antonio Bolufé Röhler, James Montgomery, Wenxuan Zhang, Tim Hendtlass |
| 2022 | Using density of training data to improve evolutionary algorithms with approximative fitness functions. Christina Plump, Bernhard J. Berger, Rolf Drechsler |
| 2022 | Vaccination Rates and the Emergence of Viral Variants: An Evolutionary Strategies-Inspired Model. Matthew Witten, Owen Clancey |
| 2022 | Variational Autoencoders and Evolutionary Algorithms for Targeted Novel Enzyme Design. Miguel Martins, Miguel Rocha, Vitor Pereira |
| 2022 | Visualization, Clustering, and Graph Generation of Optimization Search Trajectories for Evolutionary Computation Through Topological Data Analysis: Application of the Mapper. Arisa Toda, Satoru Hiwa, Kensuke Tanioka, Tomoyuki Hiroyasu |
| 2022 | Worst Case Performance Based Optimization Involving Multifidelity Functions. Mohammad Mohiuddin Mamun |
| 2022 | XCSR with VAE using Gaussian Distribution Matching: From Point to Area Matching in Latent Space for Less-overlapped Rule Generation in Observation Space. Naoya Yatsu, Hiroki Shiraishi, Hiroyuki Sato, Keiki Takadama |
| 2022 | Zoning Search and Transfer Learning-based Multimodal Multi-objective Evolutionary Algorithm. Hebing Ji, Shaojie Chen, Qinqin Fan |