IEEE Transactions on Evolutionary Computation, Volume 29, Issue 2, April 2025

1) Knowledge Structure Preserving-Based Evolutionary Many-Task Optimization

Author(s): Yi Jiang, Zhi-Hui Zhan, Kay Chen Tan, Sam Kwong, Jun Zhang

Pages: 287 - 301

2) Bayesian Optimization for Quality Diversity Search With Coupled Descriptor Functions

Author(s): Paul Kent, Adam Gaier, Jean-Baptiste Mouret, Juergen Branke

Pages: 302 - 316

3) Machine Learning-Assisted Multiobjective Evolutionary Algorithm for Routing and Packing

Author(s): Fei Liu, Qingfu Zhang, Qingling Zhu, Xialiang Tong, Mingxuan Yuan

Pages: 317 - 330

4) LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics

Author(s): Niki van Stein, Thomas Bäck

Pages: 331 - 345

5) Genetic Programming Hyper Heuristic With Elitist Mutation for Integrated Order Batching and Picker Routing Problem

Author(s): Yuquan Wang, Naiming Xie, Nanlei Chen, Hui Ma, Gang Chen

Pages: 346 - 359

6) Genetic Multi-Armed Bandits: A Reinforcement Learning Inspired Approach for Simulation Optimization

Author(s): Deniz Preil, Michael Krapp

Pages: 360 - 374

7) A Novel Knowledge-Based Genetic Algorithm for Robot Path Planning in Complex Environments

Author(s): Junfei Li, Yanrong Hu, Simon X. Yang

Pages: 375 - 389

8) A Biased Random Key Genetic Algorithm for Solving the Longest Common Square Subsequence Problem

Author(s): Jaume Reixach, Christian Blum, Marko Djukanović, Günther R. Raidl

Pages: 390 - 403

9) Decoupling Constraint: Task Clone-Based Multitasking Optimization for Constrained Multiobjective Optimization

Author(s): Genghui Li, Zhenkun Wang, Weifeng Gao, Ling Wang

Pages: 404 - 417

10) Protein Design by Directed Evolution Guided by Large Language Models

Author(s): Thanh V. T. Tran, Truong Son Hy

Pages: 418 - 428

11) Multiform Genetic Programming Framework for Symbolic Regression Problems

Author(s): Jinghui Zhong, Junlan Dong, Wei-Li Liu, Liang Feng, Jun Zhang

Pages: 429 - 443

12) Causal Inference-Based Large-Scale Multiobjective Optimization

Author(s): Bingdong Li, Yanting Yang, Peng Yang, Guiying Li, Ke Tang, Aimin Zhou

Pages: 444 - 458

13) A Bidirectional Differential Evolution-Based Unknown Cyberattack Detection System

Author(s): Hanyuan Huang, Tao Li, Beibei Li, Wenhao Wang, Yanan Sun

Pages: 459 - 473

14) MOTEA-II: A Collaborative Multiobjective Transformation-Based Evolutionary Algorithm for Bilevel Optimization

Author(s): Lei Chen, Yiu-Ming Cheung, Hai-Lin Liu, Yutao Lai

Pages: 474 - 489

15) From Direct to Directional Variable Dependencies—Nonsymmetrical Dependencies Discovery in Real-World and Theoretical Problems

Author(s): Michal Witold Przewozniczek, Bartosz Frej, Marcin Michal Komarnicki

Pages: 490 - 504

16) A Two-Individual Evolutionary Algorithm for Cumulative Capacitated Vehicle Routing With Single and Multiple Depots

Author(s): Yuji Zou, Jin-Kao Hao, Qinghua Wu

Pages: 505 - 518

17) Gradient-Guided Local Search for Large-Scale Hypervolume Subset Selection

Author(s): Yang Nan, Tianye Shu, Hisao Ishibuchi, Ke Shang

Pages: 519 - 533

18) Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

Author(s): Xingyu Wu, Sheng-Hao Wu, Jibin Wu, Liang Feng, Kay Chen Tan

Pages: 534 - 554

19) Zeroth-Order Actor–Critic: An Evolutionary Framework for Sequential Decision Problems

Author(s): Yuheng Lei, Yao Lyu, Guojian Zhan, Tao Zhang, Jiangtao Li, Jianyu Chen, Shengbo Eben Li, Sifa Zheng

Pages: 555 - 569

IEEE Transactions on Cognitive and Developmental Systems, Volume 17, Issue 2, April 2025

1) Programmable Bionic Control Circuit Based on Central Pattern Generator

Author(s): Qinghui Hong, Qing Li, Jia Li, Jingru Sun, Sichun Du

Pages: 233 - 246

2) Biomimetic Spiking Neural Network Based on Monolayer 2-D Synapse With Short-Term Plasticity for Auditory Brainstem Processing

Author(s): Jieun Kim, Peng Zhou, Unbok Wi, Bomin Joo, Donguk Choi, Myeong-Lok Seol, Sravya Pulavarthi, Linfeng Sun, Heejun Yang, Woo Jong Yu, Jin-Woo Han, Sung-Mo Kang, Bai-Sun Kong

Pages: 247 - 258

3) UAV Coverage Path Planning of Multiple Disconnected Regions Based on Cooperative Optimization Algorithms

Author(s): Yang Lyu, Shuyue Wang, Tianmi Hu, Quan Pan

Pages: 259 - 270

4) Multimodal Emotion Fusion Mechanism and Empathetic Responses in Companion Robots

Author(s): Xiaofeng Liu, Qincheng Lv, Jie Li, Siyang Song, Angelo Cangelosi

Pages: 271 - 286

5) Location Reasoning of Target Objects Based on Human Common Sense and Robot Experiences

Author(s): Yueguang Ge, Yinghao Cai, Shuo Wang, Shaolin Zhang, Tao Lu, Haitao Wang, Junhang Wei

Pages: 287 - 302

6) Brain Compensatory Mechanisms During the Prolonged Cognitive Task: fNIRS and Eye-Tracking Study

Author(s): A. A. Badarin, V. M. Antipov, V. V. Grubov, A. V. Andreev, E. N. Pitsik, S. A. Kurkin, A. E. Hramov

Pages: 303 - 314

7) Pretrained Dynamics Learning of Numerous Heterogeneous Robots and Gen2Real Transfer

Author(s): Dengpeng Xing, Yiming Yang, Jiale Li

Pages: 315 - 327

8) Progressive-Learning-Based Assist-as-Needed Control for Ankle Rehabilitation

Author(s): Kun Qian, Zhenhong Li, Yihui Zhao, Jie Zhang, Xianwen Kong, Samit Chakrabarty, Zhiqiang Zhang, Sheng Quan Xie

Pages: 328 - 339

9) Identifying Longitudinal Intermediate Phenotypes Between Genotypes and Clinical Score via Exclusive Relationship-Induced Association Analysis in Alzheimer's Disease

Author(s): Meiling Wang, Wei Shao, Shuo Huang, Daoqiang Zhang

Pages: 340 - 351

10) A Behavioral Decision-Making Model of Learning and Memory for Mobile Robot Triggered by Curiosity

Author(s): Dongshu Wang, Qi Liu, Xulin Gao, Lei Liu

Pages: 352 - 365

11) CCANet: Cross-Modality Comprehensive Feature Aggregation Network for Indoor Scene Semantic Segmentation

Author(s): Zhang Zihao, Yang Yale, Hou Huifang, Meng Fanman, Zhang Fan, Xie Kangzhan, Zhuang Chunsheng

Pages: 366 - 378

12) Neighborhood-Curiosity-Based Exploration in Multiagent Reinforcement Learning

Author(s): Shike Yang, Ziming He, Jingchen Li, Haobin Shi, Qingbing Ji, Kao-Shing Hwang, Xianshan Li

Pages: 379 - 389

13) Edge-Centric Functional-Connectivity-Based Cofluctuation-Guided Subcortical Connectivity Network Construction

Author(s): Qinrui Ling, Aiping Liu, Taomian Mi, Piu Chan, Xun Chen

Pages: 390 - 399

14) The Methodology of Quantitative Social Intention Evaluation and Robot Gaze Behavior Control in Multiobjects Scenario

Author(s): Haoyu Zhu, Xiaorui Liu, Hang Su, Wei Wang, Jinpeng Yu

Pages: 400 - 409

15) Fatigue State Recognition System for Miners Based on a Multimodal Feature Extraction and Fusion Framework

Author(s): Hongguang Pan, Shiyu Tong, Xuqiang Wei, Bingyang Teng

Pages: 410 - 420

16) Touch Gesture Recognition-Based Physical Human–Robot Interaction for Collaborative Tasks

Author(s): Dawoon Jung, Chengyan Gu, Junmin Park, Joono Cheong

Pages: 421 - 435

17) Graph-Laplacian-Processing-Based Multimodal Localization Backend for Robots and Autonomous Systems

Author(s): Nikos Piperigkos, Christos Anagnostopoulos, Aris S. Lalos, Petros Kapsalas, Duong Van Nguyen

Pages: 436 - 453

IEEE Transactions on Artificial Intelligence, Volume 6, Issue 4, April 2025

1) Consistent Counterfactual Explanations via Anomaly Control and Data Coherence

Author(s): Maria Movin, Federico Siciliano, Rui Ferreira, Fabrizio Silvestri, Gabriele Tolomei

Pages: 794 - 804

2) Adversarial Masked Autoencoders Are Robust Vision Learners

Author(s): Yuchong Yao, Nandakishor Desai, Marimuthu Palaniswami

Pages: 805 - 815

3) Generation With Nuanced Changes: Continuous Image-to-Image Translation With Adversarial Preferences

Author(s): Yinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao

Pages: 816 - 828

4) Safe Multiagent Reinforcement Learning With Bilevel Optimization in Autonomous Driving

Author(s): Zhi Zheng, Shangding Gu

Pages: 829 - 842

5) Analyzing Hierarchical Relationships and Quality of Embedding in Latent Space

Author(s): Ankita Chatterjee, Jayanta Mukherjee, Partha Pratim Das

Pages: 843 - 858

6) HGFF: A Deep Reinforcement Learning Framework for Lifetime Maximization in Wireless Sensor Networks

Author(s): Xiaoxu Han, Xin Mu, Jinghui Zhong

Pages: 859 - 873

7) Active Robust Adversarial Reinforcement Learning Under Temporally Coupled Perturbations

Author(s): Jiacheng Yang, Yuanda Wang, Lu Dong, Lei Xue, Changyin Sun

Pages: 874 - 884

8) FAST: Feature Aware Similarity Thresholding for Weak Unlearning in Black-Box Generative Models

Author(s): Subhodip Panda, A.P. Prathosh

Pages: 885 - 895

9) Multiobjective Optimization for Traveling Salesman Problem: A Deep Reinforcement Learning Algorithm via Transfer Learning

Author(s): Le-yang Gao, Rui Wang, Zhao-hong Jia, Chuang Liu

Pages: 896 - 908

10) LoRaDIP: Low-Rank Adaptation With Deep Image Prior for Generative Low-Light Image Enhancement

Author(s): Zunjin Zhao, Daming Shi

Pages: 909 - 920

11) DGeC: Dynamically and Globally Enhanced Convolution

Author(s): Zihang Zhang, Yuling Liu, Zhili Zhou, Gaobo Yang, Xin Liao, Q. M. Jonathan Wu

Pages: 921 - 933

12) CH-Net: A Cross Hybrid Network for Medical Image Segmentation

Author(s): Jiale Li, Aiping Liu, Wei Wei, Ruobing Qian, Xun Chen

Pages: 934 - 944

13) APR-Net: Defense Against Adversarial Examples Based on Universal Adversarial Perturbation Removal Network

Author(s): Wenxing Liao, Zhuxian Liu, Minghuang Shen, Riqing Chen, Xiaolong Liu

Pages: 945 - 954

14) A Scalable Unsupervised and Back Propagation Free Learning With SACSOM: A Novel Approach to SOM-Based Architectures

Author(s): Gaurav R. Hirani, Kevin I-Kai Wang, Waleed H. Abdulla

Pages: 955 - 967

15) CheckSelect: Online Checkpoint Selection for Flexible, Accurate, Robust, and Efficient Data Valuation

Author(s): Soumi Das, Manasvi Sagarkar, Suparna Bhattacharya, Sourangshu Bhattacharya

Pages: 968 - 978

16) Industrial Process Monitoring Based on Deep Gaussian and Non-Gaussian Information Fusion Framework

Author(s): Zhiqiang Ge

Pages: 979 - 988

17) A Temporal–Spatial Graph Network With a Learnable Adjacency Matrix for Appliance-Level Electricity Consumption Prediction

Author(s): Dandan Li, Jiaxing Xia, Jiangfeng Li, Changjiang Xiao, Vladimir Stankovic, 

Lina Stankovic, Qingjiang Shi

Pages: 989 - 1002

18) Data-Driven Event-Triggered Control for Discrete-Time Neural Networks Subject to Actuator Saturation

Author(s): Yanyan Ni, Zhen Wang, Xia Huang, Hao Shen

Pages: 1003 - 1013

19) Aperiodically Intermittent Control Approach to Finite-Time Synchronization of Delayed Inertial Memristive Neural Networks

Author(s): Yuxin Jiang, Song Zhu, Mouquan Shen, Shiping Wen, Chaoxu Mu

Pages: 1014 - 1023

20) Unformer: A Transformer-Based Approach for Adaptive Multiscale Feature Aggregation in Underwater Image Enhancement

Author(s): Yuhao Qing, Yueying Wang, Huaicheng Yan, Xiangpeng Xie, Zhengguang Wu

Pages: 1024 - 1037

21) ClusVPR: Efficient Visual Place Recognition With Clustering-Based Weighted Transformer

Author(s): Yifan Xu, Pourya Shamsolmoali, Masoume Zareapoor, Jie Yang

Pages: 1038 - 1049