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Jiang, Shouyong and Yang, Shengxiang and Wang, Yong and Liu, Xiaobin (2018) Scalarizing Functions in Decomposition-Based Multiobjective Evolutionary Algorithms. IEEE Transactions on Evolutionary Computation, 22 (2). pp. 296-313. DOI https://doi.org/10.1109/TEVC.2017.2707980
Taylor, Christopher and Salhi, Abdel (2017) On partitioning multivariate self-affine time series. IEEE Transactions on Evolutionary Computation, 21 (6). pp. 845-862. DOI https://doi.org/10.1109/TEVC.2017.2688521
Wang, Rui and Zhang, Qingfu and Zhang, Tao (2016) Decomposition-Based Algorithms Using Pareto Adaptive Scalarizing Methods. IEEE Transactions on Evolutionary Computation, 20 (6). pp. 821-837. DOI https://doi.org/10.1109/tevc.2016.2521175
Zhang, Hu and Zhou, Aimin and Song, Shenmin and Zhang, Qingfu and Gao, Xiao-Zhi and Zhang, Jun (2016) A Self-Organizing Multiobjective Evolutionary Algorithm. IEEE Transactions on Evolutionary Computation, 20 (5). pp. 792-806. DOI https://doi.org/10.1109/tevc.2016.2521868
Saxena, Dhish Kumar and Sinha, Arnab and Duro, Joao A and Zhang, Qingfu (2016) Entropy-Based Termination Criterion for Multiobjective Evolutionary Algorithms. IEEE Transactions on Evolutionary Computation, 20 (4). pp. 485-498. DOI https://doi.org/10.1109/tevc.2015.2480780
Wang, Luping and Zhang, Qingfu and Zhou, Aimin and Gong, Maoguo and Jiao, Licheng (2016) Constrained Subproblems in a Decomposition-Based Multiobjective Evolutionary Algorithm. IEEE Transactions on Evolutionary Computation, 20 (3). pp. 475-480. DOI https://doi.org/10.1109/tevc.2015.2457616
Zhou, Aimin and Zhang, Qingfu (2016) Are All the Subproblems Equally Important? Resource Allocation in Decomposition-Based Multiobjective Evolutionary Algorithms. IEEE Transactions on Evolutionary Computation, 20 (1). pp. 52-64. DOI https://doi.org/10.1109/tevc.2015.2424251
Zhou, Aimin and Sun, Jianyong and Zhang, Qingfu (2015) An Estimation of Distribution Algorithm With Cheap and Expensive Local Search Methods. IEEE Transactions on Evolutionary Computation, 19 (6). pp. 807-822. DOI https://doi.org/10.1109/tevc.2014.2387433
Li, Ke and Deb, Kalyanmoy and Zhang, Qingfu and Kwong, Sam (2015) An Evolutionary Many-Objective Optimization Algorithm Based on Dominance and Decomposition. IEEE Transactions on Evolutionary Computation, 19 (5). pp. 694-716. DOI https://doi.org/10.1109/tevc.2014.2373386
Xinye Cai and Yexing Li and Zhun Fan and Qingfu Zhang (2015) An External Archive Guided Multiobjective Evolutionary Algorithm Based on Decomposition for Combinatorial Optimization. IEEE Transactions on Evolutionary Computation, 19 (4). pp. 508-523. DOI https://doi.org/10.1109/tevc.2014.2350995
Ke Li and Qingfu Zhang and Sam Kwong and Miqing Li and Ran Wang (2014) Stable Matching-Based Selection in Evolutionary Multiobjective Optimization. IEEE Transactions on Evolutionary Computation, 18 (6). pp. 909-923. DOI https://doi.org/10.1109/tevc.2013.2293776
Perez, Diego and Togelius, Julian and Samothrakis, Spyridon and Rohlfshagen, Philipp and Lucas, Simon M (2014) Automated Map Generation for the Physical Traveling Salesman Problem. IEEE Transactions on Evolutionary Computation, 18 (5). pp. 708-720. DOI https://doi.org/10.1109/tevc.2013.2281508
Koohestani, Behrooz and Poli, Riccardo (2014) Evolving an Improved Algorithm for Envelope Reduction Using a Hyper-Heuristic Approach. IEEE Transactions on Evolutionary Computation, 18 (4). pp. 543-558. DOI https://doi.org/10.1109/tevc.2013.2281512
Liu, Hai-Lin and Gu, Fangqing and Zhang, Qingfu (2014) Decomposition of a Multiobjective Optimization Problem Into a Number of Simple Multiobjective Subproblems. IEEE Transactions on Evolutionary Computation, 18 (3). pp. 450-455. DOI https://doi.org/10.1109/tevc.2013.2281533
Liu, Bo and Zhang, Qingfu and Gielen, Georges GE (2014) A Gaussian Process Surrogate Model Assisted Evolutionary Algorithm for Medium Scale Expensive Optimization Problems. IEEE Transactions on Evolutionary Computation, 18 (2). pp. 180-192. DOI https://doi.org/10.1109/tevc.2013.2248012
Li, Ke and Fialho, Alvaro and Kwong, Sam and Zhang, Qingfu (2014) Adaptive Operator Selection With Bandits for a Multiobjective Evolutionary Algorithm Based on Decomposition. IEEE Transactions on Evolutionary Computation, 18 (1). pp. 114-130. DOI https://doi.org/10.1109/tevc.2013.2239648
Samothrakis, Spyridon and Lucas, Simon and Runarsson, ThomasPhilip and Robles, David (2013) Coevolving Game-Playing Agents: Measuring Performance and Intransitivities. IEEE Transactions on Evolutionary Computation, 17 (2). pp. 213-226. DOI https://doi.org/10.1109/tevc.2012.2208755
Poli, Riccardo and Galvan-Lopez, Edgar (2012) The Effects of Constant and Bit-Wise Neutrality on Problem Hardness, Fitness Distance Correlation and Phenotypic Mutation Rates. IEEE Transactions on Evolutionary Computation, 16 (2). pp. 279-300. DOI https://doi.org/10.1109/tevc.2011.2132726
Wang, Yong and Cai, Zixing and Zhang, Qingfu (2011) Differential Evolution With Composite Trial Vector Generation Strategies and Control Parameters. IEEE Transactions on Evolutionary Computation, 15 (1). pp. 55-66. DOI https://doi.org/10.1109/tevc.2010.2087271
Qingfu Zhang and Wudong Liu and Tsang, Edward and Virginas, Botond (2010) Expensive Multiobjective Optimization by MOEA/D With Gaussian Process Model. IEEE Transactions on Evolutionary Computation, 14 (3). pp. 456-474. DOI https://doi.org/10.1109/tevc.2009.2033671
Aimin Zhou and Qingfu Zhang and Yaochu Jin (2009) Approximating the Set of Pareto-Optimal Solutions in Both the Decision and Objective Spaces by an Estimation of Distribution Algorithm. IEEE Transactions on Evolutionary Computation, 13 (5). pp. 1167-1189. DOI https://doi.org/10.1109/tevc.2009.2021467
Poli, R (2009) Mean and Variance of the Sampling Distribution of Particle Swarm Optimizers During Stagnation. IEEE Transactions on Evolutionary Computation, 13 (4). pp. 712-721. DOI https://doi.org/10.1109/tevc.2008.2011744
Hui Li and Qingfu Zhang (2009) Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II. IEEE Transactions on Evolutionary Computation, 13 (2). pp. 284-302. DOI https://doi.org/10.1109/tevc.2008.925798
Martinez-Jaramillo, Serafin and Tsang, Edward PK (2009) An Heterogeneous, Endogenous and Coevolutionary GP-Based Financial Market. IEEE Transactions on Evolutionary Computation, 13 (1). pp. 33-55. DOI https://doi.org/10.1109/tevc.2008.2011401
Qingfu Zhang and Aimin Zhou and Yaochu Jin (2008) RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm. IEEE Transactions on Evolutionary Computation, 12 (1). pp. 41-63. DOI https://doi.org/10.1109/tevc.2007.894202
Stephens, Christopher R and Poli, Riccardo (2007) Coarse-Grained Dynamics for Generalized Recombination. IEEE Transactions on Evolutionary Computation, 11 (4). pp. 541-557. DOI https://doi.org/10.1109/tevc.2006.884043