1. Guest editorial for special issue “Emerging topics in evolutionary multiobjective optimization”

   • Cheng He
   • Dunwei Gong
   • Kay Chen Tan

   Editorial Open access 31 March 2023 Pages: 1115 - 1116

2. The dilemma between eliminating dominance-resistant solutions and preserving boundary solutions of extremely convex Pareto fronts

   • Zhenkun Wang
   • Qingyan Li
   • Hisao Ishibuchi

   Original Article Open access 22 September 2021 Pages: 1117 - 1126

   

3. Improved SparseEA for sparse large-scale multi-objective optimization problems

   • Yajie Zhang
   • Ye Tian
   • Xingyi Zhang

   Original Article Open access 09 October 2021 Pages: 1127 - 1142

   

4. Improved NSGA-III using transfer learning and centroid distance for dynamic multi-objective optimization

   • Haijuan Zhang
   • Gai-Ge Wang

   Original Article Open access 18 November 2021 Pages: 1143 - 1164

   

5. Comparing interactive evolutionary multiobjective optimization methods with an artificial decision maker

   • Bekir Afsar
   • Ana B. Ruiz
   • Kaisa Miettinen

   Original Article Open access 04 December 2021 Pages: 1165 - 1181

   

6. Accelerating multi-objective neural architecture search by random-weight evaluation

   • Shengran Hu
   • Ran Cheng
   • Miao Zhang

   Original Article Open access 04 December 2021 Pages: 1183 - 1192

   

7. Adjusting normalization bounds to improve hypervolume based search for expensive multi-objective optimization

   • Bing Wang
   • Hemant Kumar Singh
   • Tapabrata Ray

   Original Article Open access 07 December 2021 Pages: 1193 - 1209

   

8. Multi-objective multi-criteria evolutionary algorithm for multi-objective multi-task optimization

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

   Original Article Open access 22 February 2022 Pages: 1211 - 1228

   

9. A special point-based transfer component analysis for dynamic multi-objective optimization

   • Ruochen Liu
   • Nanxi Li
   • Kai Wu

   Original Article Open access 23 February 2022 Pages: 1229 - 1245

   

10. Decentralized robust interaction control of modular robot manipulators via harmonic drive compliance model-based human motion intention identification

    • Bo Dong
    • Yuexi Wang
    • Tianjiao An

    Original Article Open access 15 July 2022 Pages: 1247 - 1263

    

11. A fast and efficient algorithm for DNA sequence similarity identification

    • Machbah Uddin
    • Mohammad Khairul Islam
    • Joong Hwan Baek

    Original Article Open access 23 August 2022 Pages: 1265 - 1280

    

12. Exploiting lexical patterns for knowledge graph construction from unstructured text in Spanish

    • Ana B. Rios-Alvarado
    • Jose L. Martinez-Rodriguez
    • Jose Luis Gonzalez-Compean

    Original Article Open access 25 August 2022 Pages: 1281 - 1297

    

13. Custom CornerNet: a drone-based improved deep learning technique for large-scale multiclass pest localization and classification

    • Waleed Albattah
    • Momina Masood
    • Saleh Albahli

    Original Article Open access 25 August 2022 Pages: 1299 - 1316

    

14. On the similarity measures of N-cubic Pythagorean fuzzy sets using the overlapping ratio

    • Mohammed A. Al Shumrani
    • Muhammad Gulistan

    Original Article Open access 02 September 2022 Pages: 1317 - 1325

    

15. Using dual evolutionary search to construct decision tree based ensemble classifier

    • Hao Chen
    • Guoxin Zhang
    • Rong Jia

    Original Article Open access 05 September 2022 Pages: 1327 - 1345

    

16. Multiple spatial residual network for object detection

    • Yongsheng Dong
    • Zhiqiang Jiang
    • Zhumu Fu

    Original Article Open access 06 September 2022 Pages: 1347 - 1362

    

17. A multi-task learning-based generative adversarial network for red tide multivariate time series imputation

    • Longfei Xu
    • Lingyu Xu
    • Jie Yu

    Original Article Open access 07 September 2022 Pages: 1363 - 1376

    

18. Parallel temporal feature selection based on improved attention mechanism for dynamic gesture recognition

    • Gongzheng Chen
    • Zhenghong Dong
    • Lurui Xia

    Original Article Open access 07 September 2022 Pages: 1377 - 1390

    

19. Credit risk assessment mechanism of personal auto loan based on PSO-XGBoost Model

    • Congjun Rao
    • Ying Liu
    • Mark Goh

    Original Article Open access 12 September 2022 Pages: 1391 - 1414

    

20. A novel dynamic reference point model for preference-based evolutionary multiobjective optimization

    • Xin Lin
    • Wenjian Luo
    • Qingfu Zhang

    Original Article Open access 12 September 2022 Pages: 1415 - 1437

    

21. Multi-scale progressive blind face deblurring

    • Hao Zhang
    • Canghong Shi
    • Jiancheng Lv

    Original Article Open access 13 September 2022 Pages: 1439 - 1453

    

22. A constrained multi-objective optimization algorithm using an efficient global diversity strategy

    • Wenyi Long
    • Huachao Dong
    • Chongbo Fu

    Original Article Open access 14 September 2022 Pages: 1455 - 1478

    

23. Nuclear cataract classification in anterior segment OCT based on clinical global–local features

    • Xiaoqing Zhang
    • Zunjie Xiao
    • Jiang Liu

    Original Article Open access 16 September 2022 Pages: 1479 - 1493

    

24. Object tracking in infrared images using a deep learning model and a target-attention mechanism

    • Mahboub Parhizkar
    • Gholamreza Karamali
    • Bahram Abedi Ravan

    Original Article Open access 17 September 2022 Pages: 1495 - 1506

    

25. Primary node election based on probabilistic linguistic term set with confidence interval in the PBFT consensus mechanism for blockchain

    • Mingyue Xie
    • Jun Liu
    • Mingwei Lin

    Original Article Open access 20 September 2022 Pages: 1507 - 1524

    

26. Hybridizing slime mould algorithm with simulated annealing algorithm: a hybridized statistical approach for numerical and engineering design problems

    • Leela Kumari Ch
    • Vikram Kumar Kamboj
    • S. K. Bath

    Original Article Open access 21 September 2022 Pages: 1525 - 1582

    

27. A study of sparse representation-based classification for biometric verification based on both handcrafted and deep learning features

    • Zengxi Huang
    • Jie Wang
    • Mingjin Chen

    Original Article Open access 22 September 2022 Pages: 1583 - 1603

    

28. Adaptive nonsingular fixed-time sliding mode control for manipulator systems’ trajectory tracking

    • Xin Zhang
    • Ran Shi
    • Ying Quan

    Original Article Open access 23 September 2022 Pages: 1605 - 1616

    

29. Evolutionary game analysis of three parties in logistics platforms and freight transportation companies’ behavioral strategies for horizontal collaboration considering vehicle capacity utilization

    • Shuai Deng
    • Duohong Zhou
    • Ge You

    Original Article Open access 27 September 2022 Pages: 1617 - 1637

    

30. Automated bridge crack detection method based on lightweight vision models

    • Jian Zhang
    • Songrong Qian
    • Can Tan

    Original Article Open access 30 September 2022 Pages: 1639 - 1652

    

31. Secure medical image sharing for smart healthcare system based on cellular neural network

    • Conghuan Ye
    • Cong Chen

    Original Article Open access 02 October 2022 Pages: 1653 - 1670

    

32. A global relative similarity for inferring interactions of multi-agent systems

    • Kongjing Gu
    • Xiaojun Duan
    • Liang Yan

    Original Article Open access 04 October 2022 Pages: 1671 - 1686

    

33. (2,1)-Fuzzy sets: properties, weighted aggregated operators and their applications to multi-criteria decision-making methods

    • Tareq M. Al-shami

    Original Article Open access 07 October 2022 Pages: 1687 - 1705

    

34. Multi-objective evolutionary design of central pattern generator network for biomimetic robotic fish

    • Wei Kun Li
    • Hao Chen
    • Lin Ke Chen

    Original Article Open access 07 October 2022 Pages: 1707 - 1727

    

35. Deep learned vectors’ formation using auto-correlation, scaling, and derivations with CNN for complex and huge image retrieval

    • Ahmad Naeem
    • Tayyaba Anees
    • Taegkeun Whangbo

    Original Article Open access 08 October 2022 Pages: 1729 - 1751

    

36. A consensus algorithm based on the worst consistency index of hesitant fuzzy preference relations in group decision-making

    • Qiujie Li
    • Gaofeng Liu
    • Yejun Xu

    Original Article Open access 10 October 2022 Pages: 1753 - 1771

    

37. Feature selection based on self-information and entropy measures for incomplete neighborhood decision systems

    • Meng Yuan
    • Jiucheng Xu
    • Yuanhao Sun

    Original Article Open access 11 October 2022 Pages: 1773 - 1790

    

38. A hybrid spectral clustering simulated annealing algorithm for the street patrol districting problem

    • Yirui Jiang
    • Shan Zhao
    • Xiaoyue Yang

    Original Article Open access 13 October 2022 Pages: 1791 - 1807

    

39. A collaborative neurodynamic optimization algorithm to traveling salesman problem

    • Jing Zhong
    • Yuelei Feng
    • Nian Zhang

    Original Article Open access 13 October 2022 Pages: 1809 - 1821

    

40. Distribution matching and structure preservation for domain adaptation

    • Ping Li
    • Zhiwei Ni
    • Juan Song

    Original Article Open access 13 October 2022 Pages: 1823 - 1835

    

41. T-spherical uncertain linguistic MARCOS method based on generalized distance and Heronian mean for multi-attribute group decision-making with unknown weight information

    • Haolun Wang
    • Kifayat Ullah

    Original Article Open access 14 October 2022 Pages: 1837 - 1869

    

42. Integrated scheduling of distributed production and distribution in group manufacturing with uncertain travel time

    • Jun Guo
    • Wenjun Liu
    • Baigang Du

    Original Article Open access 15 October 2022 Pages: 1871 - 1889

    

43. Dynamic multi-objective sequence-wise recommendation framework via deep reinforcement learning

    • Xiankun Zhang
    • Yuhu Shang
    • Kun Liang

    Original Article Open access 17 October 2022 Pages: 1891 - 1911

    

44. A robust performance evaluation approach for solution preservation in multiobjective optimization

    • Anqi Pan
    • Chuang Wang
    • Lei Wang

    Original Article Open access 27 October 2022 Pages: 1913 - 1927

    

45. Hybrid swarm intelligent algorithm for multi-UAV formation reconfiguration

    • Chenyang Gao
    • Jianfeng Ma
    • Yulong Shen

    Original Article Open access 27 October 2022 Pages: 1929 - 1962

    

46. Gaussian guided frame sequence encoder network for action quality assessment

    • Ming-Zhe Li
    • Hong-Bo Zhang
    • Ji-Xiang Du

    Original Article Open access 27 October 2022 Pages: 1963 - 1974

    

47. Multilayer Fisher extreme learning machine for classification

    • Jie Lai
    • Xiaodan Wang
    • Lei Lei

    Original Article Open access 31 October 2022 Pages: 1975 - 1993

    

48. Semi-HFL: semi-supervised federated learning for heterogeneous devices

    • Zhengyi Zhong
    • Ji Wang
    • Xiongtao Zhang

    Original Article Open access 04 November 2022 Pages: 1995 - 2017

    

49. Enriched entity representation of knowledge graph for text generation

    • Kaile Shi
    • Xiaoyan Cai
    • Jintao Zhao

    Original Article Open access 04 November 2022 Pages: 2019 - 2030

    

50. Context vector-based visual mapless navigation in indoor using hierarchical semantic information and meta-learning

    • Fei Li
    • Chi Guo
    • Binhan Luo

    Original Article Open access 04 November 2022 Pages: 2031 - 2041