Volume 9, Issue 2 | Complex & Intelligent Systems

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Volume 9, Issue 2

April 2023

Special Section: Emerging topics in evolutionary multiobjective optimization

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61 articles in this issue

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
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
Part of 1 collection:

Emerging Topics in Evolutionary Multiobjective Optimization
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
Part of 1 collection:

Emerging Topics in Evolutionary Multiobjective Optimization
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
Part of 1 collection:

Emerging Topics in Evolutionary Multiobjective Optimization
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
Part of 1 collection:

Emerging Topics in Evolutionary Multiobjective Optimization
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
Part of 1 collection:

Emerging Topics in Evolutionary Multiobjective Optimization
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
Part of 1 collection:

Emerging Topics in Evolutionary Multiobjective Optimization
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
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
Part of 1 collection:

Emerging Topics in Evolutionary Multiobjective Optimization
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
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
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
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
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
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
Multiple spatial residual network for object detection
Yongsheng Dong
Zhiqiang Jiang
Zhumu Fu
Original Article Open access 06 September 2022 Pages: 1347 - 1362
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
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
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
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
Multi-scale progressive blind face deblurring
Hao Zhang
Canghong Shi
Jiancheng Lv
Original Article Open access 13 September 2022 Pages: 1439 - 1453
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
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
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
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
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
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
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
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
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
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
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
(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
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
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
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
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
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
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
Distribution matching and structure preservation for domain adaptation
Ping Li
Zhiwei Ni
Juan Song
Original Article Open access 13 October 2022 Pages: 1823 - 1835
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
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
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
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
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
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
Multilayer Fisher extreme learning machine for classification
Jie Lai
Xiaodan Wang
Lei Lei
Original Article Open access 31 October 2022 Pages: 1975 - 1993
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
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
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