IEEE Transactions on Evolutionary Computation, Volume 27, Issue 3, June 2023

1) Guest Editorial Special Issue on Large-Scale Evolutionary Multiobjective Optimization and Its Practical Applications

Author(s): Xingyi Zhang, Ran Cheng, Yaochu Jin, Bernhard Sendhoff

Pages: 398 - 400

2) Evolutionary Large-Scale Multiobjective Optimization: Benchmarks and Algorithms

Author(s): Songbai Liu, Qiuzhen Lin, Ka-Chun Wong, Qing Li, Kay Chen Tan

Pages: 401 - 415

3) Solution of Large-Scale Many-Objective Optimization Problems Based on Dimension Reduction and Solving Knowledge-Guided Evolutionary Algorithm

Author(s): Xiangjuan Yao, Qian Zhao, Dunwei Gong, Song Zhu

Pages: 416 - 429

4) A Greedy Cooperative Co-Evolutionary Algorithm With Problem-Specific Knowledge for Multiobjective Flowshop Group Scheduling Problems

Author(s): Xuan He, Quan-Ke Pan, Liang Gao, Ling Wang, Ponnuthurai Nagaratnam Suganthan

Pages: 430 - 444

5) A Fuzzy Decision Variables Framework for Large-Scale Multiobjective Optimization

Author(s): Xu Yang, Juan Zou, Shengxiang Yang, Jinhua Zheng, Yuan Liu

Pages: 445 - 459

6) Genetic Programming for Image Classification: A New Program Representation With Flexible Feature Reuse

Author(s): Qinglan Fan, Ying Bi, Bing Xue, Mengjie Zhang

Pages: 460 - 474

7) An Efficient Adaptive Differential Grouping Algorithm for Large-Scale Black-Box Optimization

Author(s): An Chen, Zhigang Ren, Wenhua Guo, Yongsheng Liang, Zuren Feng

Pages: 475 - 489

8) Using an Estimation of Distribution Algorithm to Achieve Multitasking Semantic Web Service Composition

Author(s): Chen Wang, Hui Ma, Gang Chen, Sven Hartmann

Pages: 490 - 504

9) Minimizing Expected Deviation in Upper Level Outcomes Due to Lower Level Decision Making in Hierarchical Multiobjective Problems

Author(s): Kalyanmoy Deb, Zhichao Lu, Ian Kropp, J. Sebastian Hernandez-Suarez, Rayan Hussein, Steven Miller, A. Pouyan Nejadhashemi

Pages: 505 - 519

10) An Iterative Two-Stage Multifidelity Optimization Algorithm for Computationally Expensive Problems

Author(s): Angus Kenny, Tapabrata Ray, Hemant Kumar Singh

Pages: 520 - 534

11) A Genetic Algorithm (GA) and Swarm-Based Binary Decision Diagram (BDD) Reordering Optimizer Reinforced With Recent Operators

Author(s): Ahmed Awad, Amjad Hawash, Baker Abdalhaq

Pages: 535 - 549

12) Benchmarking Optimization Algorithms for Auto-Tuning GPU Kernels

Author(s): Richard Arnoud Schoonhoven, Ben van Werkhoven, Kees Joost Batenburg

Pages: 550 - 564

13) Strengthening Gradient Descent by Sequential Motion Optimization for Deep Neural Networks

Author(s): Thang Le-Duc, Quoc-Hung Nguyen, Jaehong Lee, H. Nguyen-Xuan

Pages: 565 - 579

14) A Stochastic Simulation Optimization-Based Range Gate Pull-Off Jamming Method

Author(s): Yuanhang Wang, Tianxian Zhang, Lingjiang Kong, Zhijie Ma

Pages: 580 - 594

15) Surrogate Sample-Assisted Particle Swarm Optimization for Feature Selection on High-Dimensional Data

Author(s): Xianfang Song, Yong Zhang, Dunwei Gong, Hui Liu, Wanqiu Zhang

Pages: 595 - 609

16) A Learning-Based Memetic Algorithm for Energy-Efficient Flexible Job-Shop Scheduling With Type-2 Fuzzy Processing Time

Author(s): Rui Li, Wenyin Gong, Chao Lu, Ling Wang

Pages: 610 - 620

17) Explainable Artificial Intelligence by Genetic Programming: A Survey

Author(s): Yi Mei, Qi Chen, Andrew Lensen, Bing Xue, Mengjie Zhang

Pages: 621 - 641

18) Dynamic Auxiliary Task-Based Evolutionary Multitasking for Constrained Multiobjective Optimization

Author(s): Kangjia Qiao, Kunjie Yu, Boyang Qu, Jing Liang, Hui Song, Caitong Yue, Hongyu Lin, Kay Chen Tan

Pages: 642 - 656

19) Robust Optimization Over Time by Estimating Robustness of Promising Regions

Author(s): Danial Yazdani, Donya Yazdani, Jürgen Branke, Mohammad Nabi Omidvar, Amir Hossein Gandomi, Xin Yao

Pages: 657 - 670

20) Distributed and Expensive Evolutionary Constrained Optimization With On-Demand Evaluation

Author(s): Feng-Feng Wei, Wei-Neng Chen, Qing Li, Sang-Woon Jeon, Jun Zhang

Pages: 671 - 685

21) Cooperative Coevolutionary CMA-ES With Landscape-Aware Grouping in Noisy Environments

Author(s): Yapei Wu, Xingguang Peng, Handing Wang, Yaochu Jin, Demin Xu

Pages: 686 - 700

22) A Stigmergy-Based Island Model for Dynamic Evaluation of Constraint-Handling Techniques and Differential Evolution Algorithms

Author(s): Grasiele Regina Duarte, Beatriz Souza Leite Pires de Lima, Afonso Celso de Castro Lemonge

Pages: 701 - 715

23) Evolutionary Sampling Agent for Expensive Problems

Author(s): Huixiang Zhen, Wenyin Gong, Ling Wang

Pages: 716 - 727

24) Community Detection in Multiplex Networks Based on Evolutionary Multitask Optimization and Evolutionary Clustering Ensemble

Author(s): Chao Lyu, Yuhui Shi, Lijun Sun, Chin-Teng Lin

Pages: 728 - 742

IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 7, Issue 3, June 2023

 1) Generalized Graph Neural Network-Based Detection of False Data Injection Attacks in Smart Grids

Author(s): Abdulrahman Takiddin;Rachad Atat;Muhammad Ismail;Osman Boyaci;Katherine R. Davis;Erchin Serpedin

Pages: 618 - 630

2) A Lightweight Multimode Medical Image Fusion Method Using Similarity Measure Between Intuitionistic Fuzzy Sets Joint Laplacian Pyramid

Author(s): Qian Jiang;Xin Jin;Xiaohui Cui;Shaowen Yao;Keqin Li;Wei Zhou

Pages: 631 - 647

3) A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification

Author(s): Shunxiang Yang;Cheng Lian;Zhigang Zeng;Bingrong Xu;Junbin Zang;Zhidong Zhang

Pages: 648 - 660

4) Connectivity-Aware Particle Swarm Optimisation for Swarm Shepherding

Author(s): Reem E. Mohamed;Robert Hunjet;Saber Elsayed;Hussein Abbass

Pages: 661 - 683

5) Fitness and Distance Based Local Search With Adaptive Differential Evolution for Multimodal Optimization Problems

Author(s): Zi-Jia Wang;Zhi-Hui Zhan;Yun Li;Sam Kwong;Sang-Woon Jeon;Jun Zhang

Pages: 684 - 699

6) A High-Order Proximity-Incorporated Nonnegative Matrix Factorization-Based Community Detector

Author(s): Zhigang Liu;Yugen Yi;Xin Luo

Pages: 700 - 714

7) A Surrogate-Assisted Two-Stage Differential Evolution for Expensive Constrained Optimization

Author(s): Yuanchao Liu;Jianchang Liu;Yaochu Jin;Fei Li;Tianzi Zheng

Pages: 715 - 730

8) Are SNNs Really More Energy-Efficient Than ANNs? an In-Depth Hardware-Aware Study

Author(s): Manon Dampfhoffer;Thomas Mesquida;Alexandre Valentian;Lorena Anghel

Pages: 731 - 741

9) CenterNet-Auto: A Multi-object Visual Detection Algorithm for Autonomous Driving Scenes Based on Improved CenterNet

Author(s): Hai Wang;Yansong Xu;Zining Wang;Yingfeng Cai;Long Chen;Yicheng Li

Pages: 742 - 752

10) Communication Efficient Federated Learning With Heterogeneous Structured Client Models

Author(s): Yao Hu;Xiaoyan Sun;Ye Tian;Linqi Song;Kay Chen Tan

Pages: 753 - 767

11) An Aggregated Convolutional Transformer Based on Slices and Channels for Multivariate Time Series Classification

Author(s): Yupeng Wu;Cheng Lian;Zhigang Zeng;Bingrong Xu;Yixin Su

Pages: 768 - 779

12) SA-ES: Subspace Activation Evolution Strategy for Black-Box Adversarial Attacks

Author(s): Zhenhua Li;Huilin Cheng;Xinye Cai;Jun Zhao;Qingfu Zhang

Pages: 780 - 790

13) Multi-Domain Active Learning: Literature Review and Comparative Study

Author(s): Rui He;Shengcai Liu;Shan He;Ke Tang

Pages: 791 - 804

14) Towards Simple and Accurate Human Pose Estimation With Stair Network

Author(s): Chenru Jiang;Kaizhu Huang;Shufei Zhang;Xinheng Wang;Jimin Xiao;Zhenxing Niu;Amir Hussain

Pages: 805 - 817

15) Unlocking the Potential of Two-Point Cells for Energy-Efficient and Resilient Training of Deep Nets

Author(s): Ahsan Adeel;Adewale Adetomi;Khubaib Ahmed;Amir Hussain;Tughrul Arslan;W. A. Phillips

Pages: 818 - 828

16) Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm

Author(s): Shangshang Yang;Haoyu Wei;Haiping Ma;Ye Tian;Xingyi Zhang;Yunbo Cao;Yaochu Jin

Pages: 829 - 844

17) Parameter-Free Similarity-Aware Attention Module for Medical Image Classification and Segmentation

Author(s): Jie Du;Kai Guan;Yanhong Zhou;Yuanman Li;Tianfu Wang

Pages: 845 - 857

18) An Efficient Federated Genetic Programming Framework for Symbolic Regression

Author(s): Junlan Dong;Jinghui Zhong;Wei-Neng Chen;Jun Zhang

Pages: 858 - 871

19) Learning Adaptive Differential Evolution by Natural Evolution Strategies

Author(s): Haotian Zhang;Jianyong Sun;Kay Chen Tan;Zongben Xu

Pages: 872 - 886

20) Semi-Supervised Multi-View Fusion for Identifying CAP and COVID-19 With Unlabeled CT Images

Author(s): Qi Zhu;Yuze Zhou;Yuan Yao;Liang Sun;Feng Shi;Wei Shao;Daoqiang Zhang;Dinggang Shen

Pages: 887 - 899

21) Event-Triggered Adaptive Fuzzy PI Control of Uncertain Fractional-Order Nonlinear Systems With Full-State Constraints

Author(s): Qian Wang;Jinde Cao;Heng Liu

Pages: 900 - 911

22) Automatic Curriculum Learning for Large-Scale Cooperative Multiagent Systems

Author(s): Tianle Zhang;Zhen Liu;Zhiqiang Pu;Jianqiang Yi

Pages: 912 - 930

23) Semantic Fusion Enhanced Event Detection via Multi-Graph Attention Network with Skip Connection

Author(s): Gongqing Wu;Zhenya Lu;Xingrui Zhuo;Xianyu Bao;Xindong Wu

Pages: 931 - 941

24) Centroid Based Celestial Clustering Algorithm: A Novel Unsupervised Learning Method for Haemogram Data Clustering

Author(s): Shibu Kumar K. B.;Philip Samuel

Pages: 942 - 956

25) Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges

Author(s): Mohammad Al-Quraan;Lina Mohjazi;Lina Bariah;Anthony Centeno;Ahmed Zoha;Kamran Arshad;Khaled Assaleh;Sami Muhaidat;Mérouane Debbah;Muhammad Ali Imran

Pages: 957 - 979

IEEE Transactions on Artificial Intelligence, Volume 4, Issue 3, June 2023

 1) Editorial Interdisciplinary Artificial Intelligence Research With Machine Education as an Example

Author(s): Hussein Abbass

Pages: 399 - 401

2) A Reinforcement Learning System for Generating Instantaneous Quality Random Sequences

Author(s): Yahya Almardeny, Alessio Benavoli, Noureddine Boujnah, Enrique Naredo

Pages: 402 - 415

3) Optimizing Multidocument Summarization by Blending Reinforcement Learning Policies

Author(s): DiJia Su, Difei Su, John M. Mulvey, H.Vincent Poor

Pages: 416 - 427

4) An Automated Deep Reinforcement Learning Pipeline for Dynamic Pricing

Author(s): Reza Refaei Afshar, Jason Rhuggenaath, Yingqian Zhang, Uzay Kaymak

Pages: 428 - 437

5) Explainable Natural Language Inference via Identifying Important Rationales

Author(s): Zongbao Yang, Shoubin Dong, Jinlong Hu

Pages: 438 - 449

6) Regressing Word and Sentence Embeddings for Low-Resource Neural Machine Translation

Author(s): Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi

Pages: 450 - 463

7) Sparsing and Smoothing for the seq2seq Models

Author(s): Shuai Zhao, Zhuoqian Liang, Jinming Wen, Jie Chen

Pages: 464 - 472

8) Discovering High Utility Episodes in Sequences

Author(s): Wensheng Gan, Jerry Chun-Wei Lin, Han-Chieh Chao, Philip S. Yu

Pages: 473 - 486

9) On Computing Evidential Centroid Through Conjunctive Combination: An Impossibility Theorem

Author(s): Yiru Zhang, Sébastien Destercke, Zuowei Zhang, Tassadit Bouadi, Arnaud Martin

Pages: 487 - 496

10) Deep Reconstruction of 3-D Human Poses From Video

Author(s): Jian Liu, Naveed Akhtar, Ajmal Mian

Pages: 497 - 510

11) Modeling Tradeoffs Using Preference-Based Feedback in Session-Based Recommender Systems

Author(s): Anbarasu Sekar, Sutanu Chakraborti

Pages: 511 - 521

12) Efficient Few-Shot Classification via Contrastive Pretraining on Web Data

Author(s): Zhuoling Li, Haohan Wang, Tymoteusz Świstek, En Yu, Haoqian Wang

Pages: 522 - 533

13) TREND: Transferability-Based Robust ENsemble Design

Author(s): Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy

Pages: 534 - 548

14) Toward Personalization of User Preferences in Partially Observable Smart Home Environments

Author(s): Shashi Suman, Francois Rivest, Ali Etemad

Pages: 549 - 561

15) Evolutionary Multilabel Adversarial Examples: An Effective Black-Box Attack

Author(s): Linghao Kong, Wenjian Luo, Hongwei Zhang, Yang Liu, Yuhui Shi

Pages: 562 - 572

16) A Temporal Type-2 Fuzzy System for Time-Dependent Explainable Artificial Intelligence

Author(s): Mehrin Kiani, Javier Andreu-Perez, Hani Hagras

Pages: 573 - 586

IEEE TNNLS Special Issue on Graph Learning (1 July 2023)

 

IEEE TNNLS Special Issue on Graph Learning submission deadline: 1 July 2023. Access here

IEEE TEVC Special Issue on Evolutionary Neural Architecture Search (30 June 2023)

Access it here: https://cis.ieee.org/images/files/Documents/call-for-papers/tevc/cfp-ENAS-extended.pdf

IEEE Transactions on Fuzzy Systems, Volume 31, Issue 4, April 2023

1) Fuzzy Convexities via Overlap Functions

Author(s): Bin Pang

Pages: 1071 - 1082

2) Transformation-Based Fuzzy Rule Interpolation With Mahalanobis Distance Measures Supported by Choquet Integral

Author(s): Mou Zhou, Changjing Shang, Guobin Li, Liang Shen, Nitin Naik, Shangzhu Jin, Jun Peng, Qiang Shen

Pages: 1083 - 1097

3) Fuzzy Clustering With Knowledge Extraction and Granulation

Author(s): Xianghui Hu, Yiming Tang, Witold Pedrycz, Kai Di, Jiuchuan Jiang, Yichuan Jiang

Pages: 1098 - 1112

4) Fault Detection for Uncertain Polynomial Fuzzy Systems Using H−/L∞ Observer and Ellipsoidal Analysis

Author(s): Weixin Han, Pan Long, Bin Xu

Pages: 1113 - 1123

5) A Sparse Framework for Robust Possibilistic K-Subspace Clustering

Author(s): Shan Zeng, Xiangjun Duan, Hao Li, Jun Bai, Yuanyan Tang, Zhiyong Wang

Pages: 1124 - 1138

6) Event-Triggered Input–Output Finite-Time Stabilization for IT2 Fuzzy Systems Under Deception Attacks

Author(s): Ramasamy Kavikumar, Oh-Min Kwon, Seung-Hoon Lee, Sangmoon Lee, Rathinasamy Sakthivel

Pages: 1139 - 1151

7) Adaptive Fuzzy Fixed Time Time-Varying Formation Control for Heterogeneous Multiagent Systems With Full State Constraints

Author(s): Han-Qian Hou, Yan-Jun Liu, Jie Lan, Lei Liu

Pages: 1152 - 1162

8) Transfer Learning-Based Collaborative Multiview Clustering

Author(s): Xiangdao Liu, Rongrong Wang, Jin Zhou, C. L. Philip Chen, Tong Zhang, Yuehui Chen, Shiyuan Han, Tao Du, Ke Ji, Kun Zhang

Pages: 1163 - 1177

9) Security Control of Sampled-Data T–S Fuzzy Systems Subject to Cyberattacks and Successive Packet Losses

Author(s): Hao-Yuan Sun, Hong-Gui Han, Jian Sun, Hong-Yan Yang, Jun-Fei Qiao

Pages: 1178 - 1188

10) Knowledge-Aided and Data-Driven Fuzzy Decision Making for Sludge Bulking

Author(s): Zheng Liu, Honggui Han, Hongyan Yang, Junfei Qiao

Pages: 1189 - 1201

11) Extracting Concepts From Fuzzy Relational Context Families

Author(s): Stefania Boffa

Pages: 1202 - 1213

12) Membership-Mismatched Impulsive Exponential Stabilization for Fuzzy Unconstrained Multilayer Neural Networks With Node-Dependent Delays

Author(s): Xiangxiang Wang, Yongbin Yu, Kaibo Shi, Hao Chen, Shouming Zhong, Xinsong Yang, Jingye Cai

Pages: 1214 - 1228

13) Finite-Time Adaptive Fuzzy Prescribed Performance Formation Control for High-Order Nonlinear Multiagent Systems Based on Event-Triggered Mechanism

Author(s): Haodong Zhou, Shuai Sui, Shaocheng Tong

Pages: 1229 - 1239

14) Practically Predefined-Time Adaptive Fuzzy Quantized Control for Nonlinear Stochastic Systems With Actuator Dead Zone

Author(s): Tianliang Zhang, Rui Bai, Yongming Li

Pages: 1240 - 1253

15) Distributed Adaptive Fuzzy Containment Control for State-Constrained Multiagent Systems With Uncertain Leaders

Author(s): Lei Yan, Zhi Liu, C. L. Philip Chen, Yun Zhang, Zongze Wu

Pages: 1254 - 1266

16) Cross-Modal Integration and Transfer Learning Using Fuzzy Logic Techniques for Intelligent Upper Limb Prosthesis

Author(s): Jin Huang, Zhijun Li, Haisheng Xia, Guang Chen, Qingsheng Meng

Pages: 1267 - 1280

17) Time-Series Forecasting Based on Fuzzy Cognitive Visibility Graph and Weighted Multisubgraph Similarity

Author(s): Yuntong Hu, Fuyuan Xiao

Pages: 1281 - 1293

18) Logical Characterizations of Crisp Bisimulations in Fuzzy Description Logics

Author(s): Linh Anh Nguyen, Ngoc Thanh Nguyen

Pages: 1294 - 1304

19) Collaborative Control for Multimanipulator Systems With Fuzzy Neural Networks

Author(s): Jiazheng Zhang, Long Jin, Yang Wang

Pages: 1305 - 1314

20) Adaptive Fuzzy Containment and Vibration Control for Multiple Flexible Manipulators With Model Uncertainties

Author(s): Wei Zhao, Yu Liu, Xiangqian Yao

Pages: 1315 - 1326

21) Performance Error Estimation and Elastic Integral Event Triggering Mechanism Design for T–S Fuzzy Networked Control System Under DoS Attacks

Author(s): Xiao Cai, Kaibo Shi, Kun She, Shouming Zhong, Yeng Chai Soh, Yue Yu

Pages: 1327 - 1339

22) Fuzzy-Affine-Model-Based Filtering Design With Memory-Based Dynamic Event-Triggered Protocol

Author(s): Yuyan Wu, Jun Cheng, Zheng-Guang Wu

Pages: 1340 - 1351

23) Adaptive Fuzzy Fixed-Time Tracking Control for Nonlinear Systems With Time-Varying Full-State Constraints and Actuator Hysteresis

Author(s): Huanqing Wang, Liya Shen

Pages: 1352 - 1361

24) Fuzzy-Based Robust Precision Consensus Tracking for Uncertain Networked Systems With Cooperative–Antagonistic Interactions

Author(s): Hongjing Liang, Lei Chen, Yingnan Pan, Hak-Keung Lam

Pages: 1362 - 1376

25) Reduced-Complexity LMI Conditions for Admissibility Analysis and Control Design of Singular Nonlinear Systems

Author(s): Amine Dehak, Anh-Tu Nguyen, Antoine Dequidt, Laurent Vermeiren, Michel Dambrine

Pages: 1377 - 1390

26) Fuzzy Observer-Based Output Feedback Control of Continuous-Time Nonlinear Two-Dimensional Systems

Author(s): Wenqiang Ji, Jianbin Qiu, Shun-Feng Su, Heting Zhang

Pages: 1391 - 1400

27) Passivity-Based Adaptive Fuzzy Control for Stochastic Nonlinear Switched Systems via T–S Fuzzy Modeling

Author(s): Zhen Liu, Jinpeng Yu, Hak-Keung Lam

Pages: 1401 - 1408

28) Characterizations of Residual Implications Derived From Copulas

Author(s): Wei Ji, Jiajia Xie

Pages: 1409 - 1415

IEEE Transactions on Evolutionary Computation, Volume 27, Issue 2, April 2023

1) A Survey on Evolutionary Constrained Multiobjective Optimization

Author(s): Jing Liang, Xuanxuan Ban, Kunjie Yu, Boyang Qu, Kangjia Qiao, Caitong Yue, Ke Chen, Kay Chen Tan

Pages: 201 - 221

2) A Genetic Algorithm Approach to Automate Architecture Design for Acoustic Scene Classification

Author(s): Noha W. Hasan, Ali S. Saudi, Mahmoud I. Khalil, Hazem M. Abbas

Pages: 222 - 236

3) A Multiobjective Multitask Optimization Algorithm Using Transfer Rank

Author(s): Hongyan Chen, Hai-Lin Liu, Fangqing Gu, Kay Chen Tan

Pages: 237 - 250

4) Solving the Single-Row Facility Layout Problem by K-Medoids Memetic Permutation Group

Author(s): Lixin Tang, Zuocheng Li, Jin-Kao Hao

Pages: 251 - 265

5) A Variable Granularity Search-Based Multiobjective Feature Selection Algorithm for High-Dimensional Data Classification

Author(s): Fan Cheng, Junjie Cui, Qijun Wang, Lei Zhang

Pages: 266 - 280

6) On the Evolutionary Synthesis of Fault-Resilient Digital Circuits

Author(s): Umar Afzaal, Abdus Sami Hassan, Muhammad Usman, Jeong-A Lee

Pages: 281 - 295

7) Differential Evolution-Based Feature Selection: A Niching-Based Multiobjective Approach

Author(s): Peng Wang, Bing Xue, Jing Liang, Mengjie Zhang

Pages: 296 - 310

8) Knowledge Transfer Genetic Programming With Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem

Author(s): Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang, Xin Yao

Pages: 311 - 325

9) Objective Space-Based Population Generation to Accelerate Evolutionary Algorithms for Large-Scale Many-Objective Optimization

Author(s): Qi Deng, Qi Kang, Liang Zhang, MengChu Zhou, Jing An

Pages: 326 - 340

10) Offline and Online Objective Reduction via Gaussian Mixture Model Clustering

Author(s): Genghui Li, Zhenkun Wang, Qingfu Zhang, Jianyong Sun

Pages: 341 - 354

11) A Bilevel Gene-Based Multiobjective Memetic Algorithm for Passive Localization System Deployment Optimization

Author(s): Zhao Wang, Maoguo Gong, Peng Li, Fei Xie, Mingyang Zhang

Pages: 355 - 369

12) Contrastive Learning: An Alternative Surrogate for Offline Data-Driven Evolutionary Computation

Author(s): Hao-Gan Huang, Yue-Jiao Gong

Pages: 370 - 384

13) Promoting Transfer of Robot Neuro-Motion-Controllers by Many-Objective Topology and Weight Evolution

Author(s): Adham Salih, Amiram Moshaiov

Pages: 385 - 395