Articles

1. A multi-role steered artificial bee colony algorithm with variable dimensionality perturbation for multimodal optimization problems

   • Yaxin Kang
   • Haibo Yu
   • Jianchao Zeng

   Regular Research Paper 25 April 2024

   

2. Two cooperative constraint handling techniques with an external archive for constrained multi-objective optimization

   • Jianlin Zhang
   • Jie Cao
   • Zuohan Chen

   Methodology 20 April 2024

   

3. A neighborhood-assisted evolutionary algorithm for multimodal multi-objective optimization

   • Weiwei Zhang
   • Jiaqiang Li
   • Weizheng Zhang

   Regular Research Paper 12 April 2024

   

4. A memetic algorithm for a real-world dynamic pickup and delivery problem

   • Ying Zhou
   • Lingjing Kong
   • Hui Wang

   Regular Research Paper Open access 30 March 2024

   

5. A simple and scalable particle swarm optimization structure based on linear system theory

   • Jian Zhu
   • Jianhua Liu

   Regular Research Paper 25 March 2024

   

6. Joint filter and channel pruning of convolutional neural networks as a bi-level optimization problem

   • Hassen Louati
   • Ali Louati
   • Elham Kariri

   Regular Research Paper 17 February 2024 Pages: 71 - 90

   

7. Stock portfolio optimization based on factor analysis and second-order memetic differential evolution algorithm

   • Ning Han
   • Yinnan Chen
   • Xinchao Zhao

   Regular Research Paper 10 February 2024 Pages: 29 - 44

   

8. Expensive many-objective evolutionary optimization guided by two individual infill criteria

   • Shufen Qin
   • Chaoli Sun
   • Gang Xie

   Regular Research Paper 19 December 2023 Pages: 55 - 69

   

9. Emotion-aware brain storm optimization

   • Charis Ntakolia
   • Dimitra-Christina C. Koutsiou
   • Dimitris K. Iakovidis

   Regular Research Paper 27 November 2023 Pages: 405 - 450

   

10. Top-level dual exploitation particle swarm optimization

    • Chan Huang
    • Jinhao Yu
    • Junhui Yang

    Regular Research Paper 20 November 2023 Pages: 1 - 28

    

11. An optimization method for pruning rates of each layer in CNN based on the GA-SMSM

    • Xiaoyu Dong
    • Pinshuai Yan
    • Yuantao Song

    Regular Research paper 17 November 2023 Pages: 45 - 54

    

12. A decomposition-based many-objective evolutionary algorithm with weight grouping and adaptive adjustment

    • Xiaoxin Gao
    • Fazhi He
    • Tongzhen Si

    Regular research paper 13 November 2023 Pages: 91 - 113

    

13. Multimodal multi-objective optimization with multi-stage-based evolutionary algorithm

    • Tianyong Wu
    • Fei Ming
    • Wenyin Gong

    Regular Research Paper 26 September 2023 Pages: 377 - 389

    

14. A point crowding-degree based evolutionary algorithm for many-objective optimization

    • Cai Dai
    • Cheng Peng
    • Xiujuan Lei

    Regular Research Paper 08 September 2023 Pages: 391 - 403

    

15. A tolerance-based memetic algorithm for constrained covering array generation

    • Xu Guo
    • Xiaoyu Song
    • Feiyu Wang

    Regular research paper 29 August 2023 Pages: 319 - 340

    

16. Learning to estimate optical flow using dual-frequency paradigm

    • Yujin Zheng
    • Chu He
    • Yang Yi

    Regular research paper 28 August 2023 Pages: 341 - 354

    

17. Multiple population-based multi-objective evolutionary semi-supervised multi-kernel region fuzzy clustering image segmentation

    • Feng Zhao
    • Mimi Zhang
    • Hanqiang Liu

    Regular research paper 26 August 2023 Pages: 451 - 468

    

18. Dynamic matrix-based evolutionary algorithm for large-scale sparse multiobjective optimization problems

    • Feiyue Qiu
    • Huizhen Hu
    • Qicang Qiu

    Regular research paper 22 August 2023 Pages: 301 - 317

    

19. A biologically inspired approach for recovering the trajectory of offline handwriting

    • Rosa Senatore
    • Adolfo Santoro
    • Angelo Marcelli

    Regular research paper 16 August 2023 Pages: 355 - 375

    

20. Constrained many-objective evolutionary algorithm based on adaptive infeasible ratio

    • Zhengping Liang
    • Canran Chen
    • Zexuan Zhu

    Regular research paper 09 August 2023 Pages: 281 - 300

    

21. A knowledge learning and random pruning-based memetic algorithm for user route planning in bike-sharing system

    • Ke-Jing Du
    • Jian-Yu Li
    • Jun Zhang

    Regular research paper 14 June 2023 Pages: 259 - 279

    

22. Event-driven spiking neural networks with spike-based learning

    • Limiao Ning
    • Junfei Dong
    • Huajin Tang

    Regular research paper 18 May 2023 Pages: 205 - 217

    

23. A motivational model based on artificial biological functions for the intelligent decision-making of social robots

    • Marcos Maroto-Gómez
    • María Malfaz
    • Miguel Ángel Salichs

    Regular research paper Open access 13 May 2023 Pages: 237 - 257

    

24. A regularity model-based multi-objective estimation of distribution memetic algorithm with auto-controllable population diversity

    • Qiaoyong Jiang
    • Jianan Cui
    • Xinhong Hei

    Regular research paper 23 February 2023 Pages: 45 - 70

    

25. Thematic issue on advances in analysis and application of multi-objective memetic optimization algorithms

    • Zhenkun Wang
    • Man-Fai Leung
    • Carlos A. Coello Coello

    Guest Editorial 14 February 2023 Pages: 1 - 2

26. Inferring sparse genetic regulatory networks based on maximum-entropy probability model and multi-objective memetic algorithm

    • Fu Yin
    • Jiarui Zhou
    • Zexuan Zhu

    Regular research paper 28 December 2022 Pages: 117 - 137

    

27. Efficient automatically evolving convolutional neural network for image denoising

    • Fang Wei
    • Zhu Zhenhao
    • Wu Xiaojun

    Regular research paper 08 December 2022 Pages: 219 - 235

    

28. A single-solution–compact hybrid algorithm for continuous optimization

    • Souheila Khalfi
    • Giovanni Iacca
    • Amer Draa

    Regular research paper 03 December 2022 Pages: 155 - 204

    

29. Fuzzy logic based multi-objective optimization of a multi-agent transit control system

    • Nabil Morri
    • Sameh Hadouaj
    • Lamjed Ben Said

    Regular research paper 01 December 2022 Pages: 71 - 87

    

30. A bi-level transformation based evolutionary algorithm framework for equality constrained optimization

    • Lei Chen
    • Haosen Liu
    • Fangqing Gu

    Regular research paper 01 November 2022 Pages: 423 - 432

    

31. Optimal operator selection based on the hybrid operator selection strategy

    • Hongling Chen
    • Yanyan Tan
    • Wenbo Wan

    Regular research paper 22 October 2022 Pages: 461 - 476

    

32. Multi-objective approaches to portfolio optimization with market impact costs

    • Hongze Wang
    • Xuerong Li
    • Ke Tang

    Regular research paper 22 October 2022 Pages: 411 - 421

    

33. A diversity-aware memetic algorithm for the linear ordering Problem

    • Lázaro Lugo
    • Carlos Segura
    • Gara Miranda

    Regular research paper 16 October 2022 Pages: 395 - 409

    

34. Offline data-driven optimization based on dual-scale surrogate ensemble

    • Junhua Ku
    • Huixiang Zhen
    • Wenyin Gong

    Regular research paper 16 October 2022 Pages: 139 - 154

    

35. A novelty-search-based evolutionary reinforcement learning algorithm for continuous optimization problems

    • Chengyu Hu
    • Rui Qiao
    • Ling Wang

    Regular research paper 15 October 2022 Pages: 451 - 460

    

36. A hybrid heuristic approach with adaptive scalarization for linear semivectorial bilevel programming and its application

    • Hong Li
    • Li Zhang

    Regular research paper 15 October 2022 Pages: 433 - 449

    

37. HAS-EA: a fast parallel surrogate-assisted evolutionary algorithm

    • Yixian Li
    • Jinghui Zhong

    Regular research paper 11 October 2022 Pages: 103 - 115

    

38. Dual transfer learning with generative filtering model for multiobjective multitasking optimization

    • Qianlong Dang
    • Weifeng Gao
    • Maoguo Gong

    Regular research paper 26 July 2022 Pages: 3 - 29

    

39. Optimization of integrated production scheduling and vehicle routing problem with batch delivery to multiple customers in supply chain

    • Tanzila Azad
    • Humyun Fuad Rahman
    • Michael J. Ryan

    Regular research paper Open access 23 July 2022 Pages: 355 - 376

    

40. A mathematical analysis of EDAs with distance-based exponential models

    • Imanol Unanue
    • María Merino
    • Jose A. Lozano

    Regular research paper Open access 16 July 2022 Pages: 305 - 334

    

41. Multiresolution community detection in complex networks by using a decomposition based multiobjective memetic algorithm

    • Zengyang Shao
    • Lijia Ma
    • Jianqiang Li

    Regular research paper 11 July 2022 Pages: 89 - 102

    

42. A hierarchical taxonomic survey of spiking neural networks

    • Siqi Wang
    • Tee Hiang Cheng
    • Meng Hiot Lim

    Regular paper 09 July 2022 Pages: 335 - 354

    

43. A multiobjective memetic algorithm for integrated process planning and scheduling problem in distributed heterogeneous manufacturing systems

    • Qihao Liu
    • Xinyu Li
    • Guangchen Wang

    Regular research paper 09 May 2022 Pages: 193 - 209

    

44. Multi-objective deep reinforcement learning for emergency scheduling in a water distribution network

    • Chengyu Hu
    • Qiuming Wang
    • Xuesong Yan

    Regular research paper 06 May 2022 Pages: 211 - 223

    

45. Adaptive multiobjective evolutionary algorithm for large-scale transformer ratio error estimation

    • Changwu Huang
    • Lianghao Li
    • Xin Yao

    Regular research paper 04 May 2022 Pages: 237 - 251

    

46. A generic method to compose an algorithm portfolio with a problem set of unknown distribution

    • Wenwen Liu
    • Shiu Yin Yuen
    • Chi Wan Sung

    Regular research paper 03 May 2022 Pages: 287 - 304

    

47. Metaheuristic approaches for ratio cut and normalized cut graph partitioning

    • Gintaras Palubeckis

    Regular research paper 29 April 2022 Pages: 253 - 285

    

48. Thematic issue on knowledge and data driven evolutionary multi-objective optimization

    • Ran Cheng
    • Jinliang Ding
    • Yaochu Jin

    Guest Editorial 19 April 2022 Pages: 133 - 134

49. Constrained Multi-Objective Optimization with a Limited Budget of Function Evaluations

    • Roy de Winter
    • Philip Bronkhorst
    • Thomas Bäck

    Regular research paper Open access 08 April 2022 Pages: 151 - 164

    

50. Handling constrained multi-objective optimization problems with heterogeneous evaluation times: proof-of-principle results

    • Julian Blank
    • Kalyanmoy Deb

    Regular Research Paper 07 March 2022 Pages: 135 - 150