A multi-role steered artificial bee colony algorithm with variable dimensionality perturbation for multimodal optimization problems Yaxin KangHaibo YuJianchao Zeng Regular Research Paper 25 April 2024
Two cooperative constraint handling techniques with an external archive for constrained multi-objective optimization Jianlin ZhangJie CaoZuohan Chen Methodology 20 April 2024
A neighborhood-assisted evolutionary algorithm for multimodal multi-objective optimization Weiwei ZhangJiaqiang LiWeizheng Zhang Regular Research Paper 12 April 2024
A memetic algorithm for a real-world dynamic pickup and delivery problem Ying ZhouLingjing KongHui Wang Regular Research Paper Open access 30 March 2024
A simple and scalable particle swarm optimization structure based on linear system theory Jian ZhuJianhua Liu Regular Research Paper 25 March 2024
Joint filter and channel pruning of convolutional neural networks as a bi-level optimization problem Hassen LouatiAli LouatiElham Kariri Regular Research Paper 17 February 2024 Pages: 71 - 90
Stock portfolio optimization based on factor analysis and second-order memetic differential evolution algorithm Ning HanYinnan ChenXinchao Zhao Regular Research Paper 10 February 2024 Pages: 29 - 44
Expensive many-objective evolutionary optimization guided by two individual infill criteria Shufen QinChaoli SunGang Xie Regular Research Paper 19 December 2023 Pages: 55 - 69
Emotion-aware brain storm optimization Charis NtakoliaDimitra-Christina C. KoutsiouDimitris K. Iakovidis Regular Research Paper 27 November 2023 Pages: 405 - 450
Top-level dual exploitation particle swarm optimization Chan HuangJinhao YuJunhui Yang Regular Research Paper 20 November 2023 Pages: 1 - 28
An optimization method for pruning rates of each layer in CNN based on the GA-SMSM Xiaoyu DongPinshuai YanYuantao Song Regular Research paper 17 November 2023 Pages: 45 - 54
A decomposition-based many-objective evolutionary algorithm with weight grouping and adaptive adjustment Xiaoxin GaoFazhi HeTongzhen Si Regular research paper 13 November 2023 Pages: 91 - 113
Multimodal multi-objective optimization with multi-stage-based evolutionary algorithm Tianyong WuFei MingWenyin Gong Regular Research Paper 26 September 2023 Pages: 377 - 389
A point crowding-degree based evolutionary algorithm for many-objective optimization Cai DaiCheng PengXiujuan Lei Regular Research Paper 08 September 2023 Pages: 391 - 403
A tolerance-based memetic algorithm for constrained covering array generation Xu GuoXiaoyu SongFeiyu Wang Regular research paper 29 August 2023 Pages: 319 - 340
Learning to estimate optical flow using dual-frequency paradigm Yujin ZhengChu HeYang Yi Regular research paper 28 August 2023 Pages: 341 - 354
Multiple population-based multi-objective evolutionary semi-supervised multi-kernel region fuzzy clustering image segmentation Feng ZhaoMimi ZhangHanqiang Liu Regular research paper 26 August 2023 Pages: 451 - 468
Dynamic matrix-based evolutionary algorithm for large-scale sparse multiobjective optimization problems Feiyue QiuHuizhen HuQicang Qiu Regular research paper 22 August 2023 Pages: 301 - 317
A biologically inspired approach for recovering the trajectory of offline handwriting Rosa SenatoreAdolfo SantoroAngelo Marcelli Regular research paper 16 August 2023 Pages: 355 - 375
Constrained many-objective evolutionary algorithm based on adaptive infeasible ratio Zhengping LiangCanran ChenZexuan Zhu Regular research paper 09 August 2023 Pages: 281 - 300
A knowledge learning and random pruning-based memetic algorithm for user route planning in bike-sharing system Ke-Jing DuJian-Yu LiJun Zhang Regular research paper 14 June 2023 Pages: 259 - 279
Event-driven spiking neural networks with spike-based learning Limiao NingJunfei DongHuajin Tang Regular research paper 18 May 2023 Pages: 205 - 217
A motivational model based on artificial biological functions for the intelligent decision-making of social robots Marcos Maroto-GómezMaría MalfazMiguel Ángel Salichs Regular research paper Open access 13 May 2023 Pages: 237 - 257
A regularity model-based multi-objective estimation of distribution memetic algorithm with auto-controllable population diversity Qiaoyong JiangJianan CuiXinhong Hei Regular research paper 23 February 2023 Pages: 45 - 70
Thematic issue on advances in analysis and application of multi-objective memetic optimization algorithms Zhenkun WangMan-Fai LeungCarlos A. Coello Coello Guest Editorial 14 February 2023 Pages: 1 - 2
Inferring sparse genetic regulatory networks based on maximum-entropy probability model and multi-objective memetic algorithm Fu YinJiarui ZhouZexuan Zhu Regular research paper 28 December 2022 Pages: 117 - 137
Efficient automatically evolving convolutional neural network for image denoising Fang WeiZhu ZhenhaoWu Xiaojun Regular research paper 08 December 2022 Pages: 219 - 235
A single-solution–compact hybrid algorithm for continuous optimization Souheila KhalfiGiovanni IaccaAmer Draa Regular research paper 03 December 2022 Pages: 155 - 204
Fuzzy logic based multi-objective optimization of a multi-agent transit control system Nabil MorriSameh HadouajLamjed Ben Said Regular research paper 01 December 2022 Pages: 71 - 87
A bi-level transformation based evolutionary algorithm framework for equality constrained optimization Lei ChenHaosen LiuFangqing Gu Regular research paper 01 November 2022 Pages: 423 - 432
Optimal operator selection based on the hybrid operator selection strategy Hongling ChenYanyan TanWenbo Wan Regular research paper 22 October 2022 Pages: 461 - 476
Multi-objective approaches to portfolio optimization with market impact costs Hongze WangXuerong LiKe Tang Regular research paper 22 October 2022 Pages: 411 - 421
A diversity-aware memetic algorithm for the linear ordering Problem Lázaro LugoCarlos SeguraGara Miranda Regular research paper 16 October 2022 Pages: 395 - 409
Offline data-driven optimization based on dual-scale surrogate ensemble Junhua KuHuixiang ZhenWenyin Gong Regular research paper 16 October 2022 Pages: 139 - 154
A novelty-search-based evolutionary reinforcement learning algorithm for continuous optimization problems Chengyu HuRui QiaoLing Wang Regular research paper 15 October 2022 Pages: 451 - 460
A hybrid heuristic approach with adaptive scalarization for linear semivectorial bilevel programming and its application Hong LiLi Zhang Regular research paper 15 October 2022 Pages: 433 - 449
HAS-EA: a fast parallel surrogate-assisted evolutionary algorithm Yixian LiJinghui Zhong Regular research paper 11 October 2022 Pages: 103 - 115
Dual transfer learning with generative filtering model for multiobjective multitasking optimization Qianlong DangWeifeng GaoMaoguo Gong Regular research paper 26 July 2022 Pages: 3 - 29
Optimization of integrated production scheduling and vehicle routing problem with batch delivery to multiple customers in supply chain Tanzila AzadHumyun Fuad RahmanMichael J. Ryan Regular research paper Open access 23 July 2022 Pages: 355 - 376
A mathematical analysis of EDAs with distance-based exponential models Imanol UnanueMaría MerinoJose A. Lozano Regular research paper Open access 16 July 2022 Pages: 305 - 334
Multiresolution community detection in complex networks by using a decomposition based multiobjective memetic algorithm Zengyang ShaoLijia MaJianqiang Li Regular research paper 11 July 2022 Pages: 89 - 102
A hierarchical taxonomic survey of spiking neural networks Siqi WangTee Hiang ChengMeng Hiot Lim Regular paper 09 July 2022 Pages: 335 - 354
A multiobjective memetic algorithm for integrated process planning and scheduling problem in distributed heterogeneous manufacturing systems Qihao LiuXinyu LiGuangchen Wang Regular research paper 09 May 2022 Pages: 193 - 209
Multi-objective deep reinforcement learning for emergency scheduling in a water distribution network Chengyu HuQiuming WangXuesong Yan Regular research paper 06 May 2022 Pages: 211 - 223
Adaptive multiobjective evolutionary algorithm for large-scale transformer ratio error estimation Changwu HuangLianghao LiXin Yao Regular research paper 04 May 2022 Pages: 237 - 251
A generic method to compose an algorithm portfolio with a problem set of unknown distribution Wenwen LiuShiu Yin YuenChi Wan Sung Regular research paper 03 May 2022 Pages: 287 - 304
Metaheuristic approaches for ratio cut and normalized cut graph partitioning Gintaras Palubeckis Regular research paper 29 April 2022 Pages: 253 - 285
Thematic issue on knowledge and data driven evolutionary multi-objective optimization Ran ChengJinliang DingYaochu Jin Guest Editorial 19 April 2022 Pages: 133 - 134
Constrained Multi-Objective Optimization with a Limited Budget of Function Evaluations Roy de WinterPhilip BronkhorstThomas Bäck Regular research paper Open access 08 April 2022 Pages: 151 - 164
Handling constrained multi-objective optimization problems with heterogeneous evaluation times: proof-of-principle results Julian BlankKalyanmoy Deb Regular Research Paper 07 March 2022 Pages: 135 - 150
