2024 share record
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Kangnian Lin , Genghui Li , Qingyan Li , Zhenkun Wang , Hisao Ishibuchi , Hu Zhang : Multi-objective evolutionary algorithm with evolutionary-status-driven environmental selection. Inf. Sci. 669 : 120551 (2024 )share record
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Yiping Liu , Liting Xu , Yuyan Han , Xiangxiang Zeng , Gary G. Yen , Hisao Ishibuchi : Evolutionary Multimodal Multiobjective Optimization for Traveling Salesman Problems. IEEE Trans. Evol. Comput. 28 (2 ) : 516-530 (2024 )share record
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Ke Shang , Tianye Shu , Hisao Ishibuchi : Learning to Approximate: Auto Direction Vector Set Generation for Hypervolume Contribution Approximation. IEEE Trans. Evol. Comput. 28 (1 ) : 105-116 (2024 )export record
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journals/corr/abs-2402-00404 share record
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Chanjuan Liu , Shike Ge , Zhihan Chen , Wenbin Pei , Enqiang Zhu , Yi Mei , Hisao Ishibuchi : Improving Critical Node Detection Using Neural Network-based Initialization in a Genetic Algorithm. CoRR abs/2402.00404 (2024 )export record
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journals/corr/abs-2404-08397 share record
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Rongguang Ye , Lei Chen , Weiduo Liao , Jinyuan Zhang , Hisao Ishibuchi : Data-Driven Preference Sampling for Pareto Front Learning. CoRR abs/2404.08397 (2024 )export record
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journals/corr/abs-2404-08414 share record
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Rongguang Ye , Longcan Chen , Jinyuan Zhang , Hisao Ishibuchi : Evolutionary Preference Sampling for Pareto Set Learning. CoRR abs/2404.08414 (2024 )2023 export record
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journals/access/KinoshitaMLNI23 share record
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Takato Kinoshita , Naoki Masuyama , Yiping Liu , Yusuke Nojima , Hisao Ishibuchi : Reference Vector Adaptation and Mating Selection Strategy via Adaptive Resonance Theory-Based Clustering for Many-Objective Optimization. IEEE Access 11 : 126066-126086 (2023 )export record
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journals/isci/ShangSINP23 share record
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Ke Shang , Tianye Shu , Hisao Ishibuchi , Yang Nan , Lie Meng Pang : Benchmarking large-scale subset selection in evolutionary multi-objective optimization. Inf. Sci. 622 : 755-770 (2023 )share record
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Yifan Wang , Hisao Ishibuchi , Meng Joo Er , Jihua Zhu : Unsupervised multilayer fuzzy neural networks for image clustering. Inf. Sci. 622 : 682-709 (2023 )export record
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journals/pami/MasuyamaNLI23 share record
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Naoki Masuyama , Yusuke Nojima , Chu Kiong Loo , Hisao Ishibuchi : Multi-Label Classification via Adaptive Resonance Theory-Based Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7 ) : 8696-8712 (2023 )export record
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journals/swevo/Falcon-CardonaO23 share record
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Jesús Guillermo Falcón-Cardona , Edgar Covantes Osuna , Carlos A. Coello Coello , Hisao Ishibuchi : On the utilization of pair-potential energy functions in multi-objective optimization. Swarm Evol. Comput. 79 : 101308 (2023 )share record
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Linjun He , Auraham Camacho , Yang Nan , Anupam Trivedi , Hisao Ishibuchi , Dipti Srinivasan : Effects of corner weight vectors on the performance of decomposition-based multiobjective algorithms. Swarm Evol. Comput. 79 : 101305 (2023 )share record
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Lie Meng Pang , Hisao Ishibuchi , Ke Shang : Use of Two Penalty Values in Multiobjective Evolutionary Algorithm Based on Decomposition. IEEE Trans. Cybern. 53 (11 ) : 7174-7186 (2023 )share record
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Linjun He , Ke Shang , Yang Nan , Hisao Ishibuchi , Dipti Srinivasan : Relation Between Objective Space Normalization and Weight Vector Scaling in Decomposition-Based Multiobjective Evolutionary Algorithms. IEEE Trans. Evol. Comput. 27 (5 ) : 1177-1191 (2023 )share record
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Wei Liu , Rui Wang , Tao Zhang , Kaiwen Li , Wenhua Li , Hisao Ishibuchi , Xiangke Liao : Hybridization of Evolutionary Algorithm and Deep Reinforcement Learning for Multiobjective Orienteering Optimization. IEEE Trans. Evol. Comput. 27 (5 ) : 1260-1274 (2023 )share record
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Yang Nan , Ke Shang , Hisao Ishibuchi , Linjun He : An Improved Local Search Method for Large-Scale Hypervolume Subset Selection. IEEE Trans. Evol. Comput. 27 (6 ) : 1690-1704 (2023 )share record
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Ke Shang , Weiyu Chen , Weiduo Liao , Hisao Ishibuchi : HV-Net: Hypervolume Approximation Based on DeepSets. IEEE Trans. Evol. Comput. 27 (4 ) : 1154-1160 (2023 )share record
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Tianye Shu , Ke Shang , Hisao Ishibuchi , Yang Nan : Effects of Archive Size on Computation Time and Solution Quality for Multiobjective Optimization. IEEE Trans. Evol. Comput. 27 (4 ) : 1145-1153 (2023 )share record
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Jinyuan Zhang , Linjun He , Hisao Ishibuchi : Dual-Fuzzy-Classifier-Based Evolutionary Algorithm for Expensive Multiobjective Optimization. IEEE Trans. Evol. Comput. 27 (6 ) : 1575-1589 (2023 )export record
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journals/tetci/WangXGSI23 share record
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Rui Wang , Lining Xing , Maoguo Gong , Ponnuthurai Nagaratnam Suganthan , Hisao Ishibuchi : Guest Editorial Special Issue on Deep Reinforcement Learning for Optimization: Methods and Application. IEEE Trans. Emerg. Top. Comput. Intell. 7 (4 ) : 981-982 (2023 )share record
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Yang Nan , Tianye Shu , Hisao Ishibuchi : Effects of External Archives on the Performance of Multi-Objective Evolutionary Algorithms on Real-World Problems. CEC 2023 : 1-8 share record
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Linjun He , Yang Nan , Hisao Ishibuchi , Dipti Srinivasan : Preference-Based Nonlinear Normalization for Multiobjective Optimization. EMO 2023 : 563-577 share record
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Hisao Ishibuchi , Yang Nan , Lie Meng Pang : Performance Evaluation of Multi-objective Evolutionary Algorithms Using Artificial and Real-world Problems. EMO 2023 : 333-347 share record
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Yang Nan , Hisao Ishibuchi , Tianye Shu , Ke Shang : Two-Stage Greedy Approximated Hypervolume Subset Selection for Large-Scale Problems. EMO 2023 : 391-404 share record
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Lie Meng Pang , Yang Nan , Hisao Ishibuchi : Partially Degenerate Multi-objective Test Problems. EMO 2023 : 277-290 share record
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Jinyuan Zhang , Linjun He , Hisao Ishibuchi : An Improved Fuzzy Classifier-Based Evolutionary Algorithm for Expensive Multiobjective Optimization Problems with Complicated Pareto Sets. EMO 2023 : 231-246 export record
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conf/fuzzIEEE/NojimaKSVMI23 share record
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Yusuke Nojima , Koyo Kawano , Hajime Shimahara , Eric Vernon , Naoki Masuyama , Hisao Ishibuchi : Fuzzy Classifiers with a Two-Stage Reject Option. FUZZ 2023 : 1-6 share record
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Guangyan An , Ziyu Wu , Zhilong Shen , Ke Shang , Hisao Ishibuchi : Evolutionary Multi-Objective Deep Reinforcement Learning for Autonomous UAV Navigation in Large-Scale Complex Environments. GECCO 2023 : 633-641 share record
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Cheng Gong , Yang Nan , Lie Meng Pang , Qingfu Zhang , Hisao Ishibuchi : Effects of Including Optimal Solutions into Initial Population on Evolutionary Multiobjective Optimization. GECCO 2023 : 661-669 share record
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Linjun He , Yang Nan , Hisao Ishibuchi , Dipti Srinivasan : Effects of Objective Space Normalization in Multi-Objective Evolutionary Algorithms on Real-World Problems. GECCO 2023 : 670-678