Journal: IEEE Trans. Evolutionary Computation

Volume 25, Issue 5

810 -- 814Weiping Ding 0001, Witold Pedrycz, Gary G. Yen, Bing Xue 0001. Guest Editorial Evolutionary Computation Meets Deep Learning
815 -- 829Xiangru Chen, Yanan Sun 0001, Mengjie Zhang 0001, Dezhong Peng. Evolving Deep Convolutional Variational Autoencoders for Image Classification
830 -- 841Tong Zhang 0015, Chunyu Lei, Zongyan Zhang, Xianbing Meng, C. L. Philip Chen. AS-NAS: Adaptive Scalable Neural Architecture Search With Reinforced Evolutionary Algorithm for Deep Learning
842 -- 855Mincan Li, Zidong Wang, Kenli Li 0001, Xiangke Liao, Kate Hone, Xiaohui Liu. Task Allocation on Layered Multiagent Systems: When Evolutionary Many-Objective Optimization Meets Deep Q-Learning
856 -- 868Feiran Huang, Alireza Jolfaei, Ali Kashif Bashir. Robust Multimodal Representation Learning With Evolutionary Adversarial Attention Networks
869 -- 882Miao Zhang, Huiqi Li, Shirui Pan, Juan Lyu, Steve S. H. Ling, Steven W. Su. Convolutional Neural Networks-Based Lung Nodule Classification: A Surrogate-Assisted Evolutionary Algorithm for Hyperparameter Optimization
883 -- 893Xinyan Liang, Qian Guo, Yuhua Qian, Weiping Ding 0001, Qingfu Zhang. Evolutionary Deep Fusion Method and its Application in Chemical Structure Recognition
894 -- 912Xun Zhou, A. Kai Qin, Maoguo Gong, Kay Chen Tan. A Survey on Evolutionary Construction of Deep Neural Networks
913 -- 927Mu Zhou, Yuexin Long, Weiping Zhang 0001, Qiaolin Pu, Yong Wang 0004, Wei Nie, Wei He. Adaptive Genetic Algorithm-Aided Neural Network With Channel State Information Tensor Decomposition for Indoor Localization
928 -- 940Yu-Wei Wen, Sheng-Hsuan Peng, Chuan-Kang Ting. Two-Stage Evolutionary Neural Architecture Search for Transfer Learning
941 -- 955Dawei Zhan, Huanlai Xing. A Fast Kriging-Assisted Evolutionary Algorithm Based on Incremental Learning
956 -- 970Dogan Corus, Pietro S. Oliveto, Donya Yazdani. Fast Immune System-Inspired Hypermutation Operators for Combinatorial Optimization
971 -- 985Leonardo Lai, Lorenzo Fiaschi, Marco Cococcioni, Kalyanmoy Deb. Solving Mixed Pareto-Lexicographic Multiobjective Optimization Problems: The Case of Priority Levels
986 -- 1000Shiming Chen, Wenjie Wang, Beihao Xia, Xinge You, Qinmu Peng, Zehong Cao, Weiping Ding 0001. CDE-GAN: Cooperative Dual Evolution-Based Generative Adversarial Network
1001 -- 1011Aymeric Blot, Justyna Petke. Empirical Comparison of Search Heuristics for Genetic Improvement of Software