Journal: IEEE Trans. Evolutionary Computation

Volume 26, Issue 6

1202 -- 1205Thomas Bäck, Carola Doerr, Bernhard Sendhoff, Thomas Stützle. Guest Editorial Special Issue on Benchmarking Sampling-Based Optimization Heuristics: Methodology and Software
1206 -- 1220Cameron Shand, Richard Allmendinger 0001, Julia Handl, Andrew M. Webb, John Keane. HAWKS: Evolving Challenging Benchmark Sets for Cluster Analysis
1221 -- 1235Patricia Wollstadt, Mariusz Bujny, Satchit Ramnath, Jami J. Shah, Duane Detwiler, Stefan Menzel. CarHoods10k: An Industry-Grade Data Set for Representation Learning and Design Optimization in Engineering Applications
1236 -- 1245Antoine Ligot, Andres Cotorruelo, Emanuele Garone, Mauro Birattari. Toward an Empirical Practice in Offline Fully Automatic Design of Robot Swarms
1246 -- 1260Estefania Yap, Mario Andrés Muñoz, Kate Smith-Miles. Informing Multiobjective Optimization Benchmark Construction Through Instance Space Analysis
1261 -- 1270Yaroslav D. Sergeyev, Dmitri E. Kvasov, Marat S. Mukhametzhanov. A Generator of Multiextremal Test Classes With Known Solutions for Black-Box-Constrained Global Optimization
1271 -- 1280Tomas Kadavy, Adam Viktorin, Anezka Kazikova, Michal Pluhacek, Roman Senkerik. Impact of Boundary Control Methods on Bound-Constrained Optimization Benchmarking
1281 -- 1292Jairo Rojas Delgado, Josu Ceberio, Borja Calvo, José Antonio Lozano. Bayesian Performance Analysis for Algorithm Ranking Comparison
1293 -- 1305Nikolaus Hansen, Anne Auger, Dimo Brockhoff, Tea Tusar. Anytime Performance Assessment in Blackbox Optimization Benchmarking
1306 -- 1320Lennart Schäpermeier, Christian Grimme, Pascal Kerschke. Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark Problems
1321 -- 1335Ryoji Tanabe. Benchmarking Feature-Based Algorithm Selection Systems for Black-Box Numerical Optimization
1336 -- 1350Julia Moosbauer, Martin Binder, Lennart Schneider, Florian Pfisterer, Marc Becker, Michel Lang, Lars Kotthoff, Bernd Bischl. Automated Benchmark-Driven Design and Explanation of Hyperparameter Optimizers
1351 -- 1364Koen van der Blom, Holger H. Hoos, Chuan Luo, Jeroen G. Rook. Sparkle: Toward Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems
1365 -- 1379Frederik Rehbach, Martin Zaefferer, Andreas Fischbach, Günter Rudolph, Thomas Bartz-Beielstein. Benchmark-Driven Configuration of a Parallel Model-Based Optimization Algorithm
1380 -- 1393Diederick Vermetten, Bas van Stein, Fabio Caraffini, Leandro L. Minku, Anna V. Kononova. BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain
1394 -- 1408Ya-Hui Jia, Yi Mei 0001, Mengjie Zhang 0001. Confidence-Based Ant Colony Optimization for Capacitated Electric Vehicle Routing Problem With Comparison of Different Encoding Schemes
1409 -- 1423Ke Li 0001, Haifeng Nie, Huiru Gao, Xin Yao 0001. Posterior Decision Making Based on Decomposition-Driven Knee Point Identification
1424 -- 1438Xiaoming Xue, Cuie Yang, Yao Hu, Kai Zhang 0029, Yiu-ming Cheung, Linqi Song, Kay Chen Tan. Evolutionary Sequential Transfer Optimization for Objective-Heterogeneous Problems
1439 -- 1451Xiaoliang Ma, Zhitao Huang, Xiaodong Li 0001, Lei Wang 0018, Yutao Qi, Zexuan Zhu. Merged Differential Grouping for Large-Scale Global Optimization
1452 -- 1472Guo Yu, Lianbo Ma, Yaochu Jin, Wenli Du, Qiqi Liu, Hengmin Zhang. A Survey on Knee-Oriented Multiobjective Evolutionary Optimization
1473 -- 1485Xiangning Xie, Yuqiao Liu 0002, Yanan Sun 0001, Gary G. Yen, Bing Xue 0001, Mengjie Zhang 0001. BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search
1486 -- 1500Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao 0001. A Novel Generalized Metaheuristic Framework for Dynamic Capacitated Arc Routing Problems
1501 -- 1510Mathew J. Walter, David J. Walker, Matthew J. Craven. Visualizing Population Dynamics to Examine Algorithm Performance
1511 -- 1525Ye Tian 0009, Yuandong Feng, Chao Wang 0039, Ruifen Cao, Xingyi Zhang 0001, Xi Pei, Kay Chen Tan, Yaochu Jin. A Large-Scale Combinatorial Many-Objective Evolutionary Algorithm for Intensity-Modulated Radiotherapy Planning
1526 -- 1538Furong Ye, Carola Doerr, Hao Wang 0025, Thomas Bäck. Automated Configuration of Genetic Algorithms by Tuning for Anytime Performance
1539 -- 1552Luca Grillotti, Antoine Cully. Unsupervised Behavior Discovery With Quality-Diversity Optimization
1553 -- 1565Xinye Cai, Qi Sun, Zhenhua Li 0005, Yushun Xiao, Yi Mei 0001, Qingfu Zhang 0001, Xiaoping Li 0001. Cooperative Coevolution With Knowledge-Based Dynamic Variable Decomposition for Bilevel Multiobjective Optimization
1566 -- 1580Chun-lin He, Yong Zhang 0016, Dunwei Gong, Xianfang Song, Xiaoyan Sun 0002. A Multitask Bee Colony Band Selection Algorithm With Variable-Size Clustering for Hyperspectral Images
1581 -- 1595Takumi Sonoda, Masaya Nakata. Multiple Classifiers-Assisted Evolutionary Algorithm Based on Decomposition for High-Dimensional Multiobjective Problems
1596 -- 1608Caitlin A. Owen, Grant Dick, Peter A. Whigham. Standardization and Data Augmentation in Genetic Programming
1609 -- 1616Lie Meng Pang, Hisao Ishibuchi, Ke Shang. Counterintuitive Experimental Results in Evolutionary Large-Scale Multiobjective Optimization