Journal: IEEE Trans. Evolutionary Computation

Volume 24, Issue 2

201 -- 216Changwu Huang, Yuanxiang Li, Xin Yao 0001. A Survey of Automatic Parameter Tuning Methods for Metaheuristics
217 -- 231Yu-Jun Zheng 0001, Yi-Chen Du, Hai-Feng Ling, Weiguo Sheng, Sheng Yong Chen. Evolutionary Collaborative Human-UAV Search for Escaped Criminals
232 -- 244Michal Bidlo, Michal Dobes. Evolutionary Development of Growing Generic Sorting Networks by Means of Rewriting Systems
245 -- 259Yi Xiang, Xiaowei Yang, Yuren Zhou, Han Huang 0002. Enhancing Decomposition-Based Algorithms by Estimation of Distribution for Constrained Optimal Software Product Selection
260 -- 274Qingyang Zhang, Shengxiang Yang, Shouyong Jiang, Ronggui Wang, Xiaoli Li 0011. Novel Prediction Strategies for Dynamic Multiobjective Optimization
275 -- 289Han Huang 0002, Junpeng Su, Yushan Zhang, Zhifeng Hao. An Experimental Method to Estimate Running Time of Evolutionary Algorithms for Continuous Optimization
290 -- 304Miao Rong, Dunwei Gong, Witold Pedrycz, Ling Wang 0001. A Multimodel Prediction Method for Dynamic Multiobjective Evolutionary Optimization
305 -- 319Leilei Cao, Lihong Xu, Erik D. Goodman, Chunteng Bao, Shuwei Zhu. Evolutionary Dynamic Multiobjective Optimization Assisted by a Support Vector Regression Predictor
320 -- 334Michal K. Tomczyk, Milosz Kadzinski. Decomposition-Based Interactive Evolutionary Algorithm for Multiple Objective Optimization
335 -- 349Yu-hui Zhang, Yue-jiao Gong, Ying Gao 0004, Hua Wang 0002, Jun Zhang 0003. Parameter-Free Voronoi Neighborhood for Evolutionary Multimodal Optimization
350 -- 364Yanan Sun, Handing Wang, Bing Xue 0001, Yaochu Jin, Gary G. Yen, Mengjie Zhang. Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor
365 -- 379Xiwen Cai, Liang Gao 0001, Xinyu Li. Efficient Generalized Surrogate-Assisted Evolutionary Algorithm for High-Dimensional Expensive Problems
380 -- 393Ye Tian, Xingyi Zhang, Chao Wang 0039, Yaochu Jin. An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems
394 -- 407Yanan Sun, Bing Xue 0001, Mengjie Zhang, Gary G. Yen. Evolving Deep Convolutional Neural Networks for Image Classification