Search Results - "dynamic constrained multiobjective optimization"

A Novel Evolutionary Algorithm for Dynamic Constrained Multiobjective Optimization Problems by Chen, Qingda, Ding, Jinliang, Yang, Shengxiang, Chai, Tianyou

“…To promote research on dynamic constrained multiobjective optimization, we first propose a group of generic test problems with challenging characteristics,…”
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Evolutionary Dynamic Constrained Multiobjective Optimization: Test Suite and Algorithm by Chen, Guoyu, Guo, Yinan, Wang, Yong, Liang, Jing, Gong, Dunwei, Yang, Shengxiang

“…Dynamic constrained multiobjective optimization problems (DCMOPs) abound in real-world applications and gain increasing attention in the evolutionary…”
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History-Assisted Two-State Auxiliary Task Collaboration Approach for Dynamic Constrained Multiobjective Optimization by Zhang, Dezheng, Yu, Kunjie, Liang, Jing, Qiao, Kangjia, Qu, Boyang, Chen, Ke, Yue, Caitong, Wang, Ling

“…Dynamic constrained multiobjective optimization problems (DCMOPs) are widely encountered in real-world applications and have attracted increasing attention in…”
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Dynamic Constrained Multiobjective Evolutionary Algorithm With Multipopulation Prediction and Dynamic Fusion Ranking by Zhang, Dezheng, Zhang, Kai, Yu, Kunjie, Liang, Jing, Qiao, Kangjia, Qu, Boyang, Chen, Ke, Yue, Caitong

“…Dynamic constrained multiobjective optimization problems (DCMOPs) are widely existed in real-world applications and emerged as a prominent research focus in…”
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Spatial-Temporal Knowledge Transfer for Dynamic Constrained Multiobjective Optimization by Wang, Zhenzhong, Xu, Dejun, Jiang, Min, Chen Tan, Kay

“…Dynamic constrained multiobjective optimization problems (DCMOPs) are characterized by multiple conflicting optimization objectives and constraints that vary…”
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Multipopulation Evolution-Based Dynamic Constrained Multiobjective Optimization Under Diverse Changing Environments by Chen, Qingda, Ding, Jinliang, Yen, Gary G., Yang, Shengxiang, Chai, Tianyou

“…Dynamic constrained multiobjective optimization involves irregular changes in the distribution of the true Pareto-optimal fronts, drastic changes in the…”
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A Subspace Sparsity-Driven Knowledge Transfer Strategy for Dynamic Constrained Multiobjective Optimization by Chen, Guoyu, Guo, Yinan, Li, Changhe, Wang, Feng, Gong, Dunwei, Yuan, Liang

“…Dynamic constrained multiobjective optimization problems (DCMOPs) require algorithms to quickly track the feasible Pareto optima under dynamic environments…”
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Enhancing Dynamic Constrained Multiobjective Optimization With Multicenters-Based Prediction by Gong, Quan, Xia, Yizhang, Zou, Juan, Hou, Zhanglu, Liu, Yuan

“…Dynamic constrained multiobjective optimization problems (DCMOPs) involve complex changes in objective functions and constraints over time. These changes…”
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DpEA: A dual-population evolutionary algorithm for dynamic constrained multiobjective optimization by Yang, Cuicui, Sui, Guangyuan, Ji, Junzhong, Li, Xiang, Zhang, Xiaoyu

“…Dynamic Constrained Multiobjective Optimization Problems (DCMOPs) are very difficult to solve because both of the objectives and constraints may change over…”
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Dynamic constrained multi-objective optimization algorithm based on co-evolution and diversity enhancement by Che, Wang, Zheng, Jinhua, Hu, Yaru, Zou, Juan, Yang, Shengxiang

“…Dynamic constrained multi-objective optimization problems (DCMOPs) involve objectives, constraints, and parameters that change over time. This kind of problem…”
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Feasibility-guided search and prediction for dynamic constrained multiobjective evolutionary optimization by Dong, Lisha, Wang, Qianhui, Liu, Qiongfang, Ji, Junkai, Wong, Ka-Chun, Lin, Qiuzhen

“…Dynamic constrained multiobjective optimization problems (DCMOPs) are characterized by the variations of both objectives and constraints over time, posing two…”
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A dynamic constrained multiobjective evolutionary algorithm based on decision variable classification by Guo, Yinan, Huang, Mingyi, Chen, Guoyu, Gong, Dunwei, Liang, Jing, Yu, Zekuan

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A Subspace-Knowledge Transfer Based Dynamic Constrained Multiobjective Evolutionary Algorithm by Chen, Guoyu, Guo, Yinan, Jiang, Min, Yang, Shengxiang, Zhao, Xiaoxiao, Gong, Dunwei

“…Dynamic constrained multiobjective optimization problems (DCMOPs) have gained increasing attention in the evolutionary computation field during the past years…”
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Dual-Population Evolution Based Dynamic Constrained Multiobjective Optimization With Discontinuous and Irregular Feasible Regions by Jiang, Xiaoxu, Chen, Qingda, Ding, Jinliang, Zhang, Xingyi

“…Dynamic constrained multiobjective optimization problems include irregular and discontinuous feasible regions, segmented true Pareto front, and dynamic…”
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A Multiobjective Optimization Algorithm for Fluid Catalytic Cracking Process with Constraints and Dynamic Environments by Liu, Guanzhi, Pang, Xinfu, Wan, Jishen

“…The optimization problems in a fluid catalytic cracking process with dynamic constraints and conflicting objectives are challenging due to the complicated…”
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Elliptical Slot Microstrip Patch Antenna Design Based on a Dynamic Constrained Multiobjective Optimization Evolutionary Algorithm by Wu, Rangzhong, Hu, Caie, Zeng, Zhigao, Zeng, Sanyou, Alkasassbeh, Jawdat S

“…Most evolutionary optimization algorithms have already been used for antenna design and shown promising results on improving the performance of the antenna…”
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Spatiotemporal Knowledge-Driven Evolutionary Algorithm for Dynamic Constrained Multiobjective Optimization by Liu, Zhi, Song, Wei

“…Dynamic constrained multiobjective optimization problems (DCMOPs) present significant challenges due to timevarying objectives and constraints. To address…”
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A Lightweight Evolutionary Algorithm for Dynamic Constrained Multi-Objective Optimization by Liu, Jiaqi, Song, Wei

“…Dynamic constrained multiobjective optimization problems (DCMOPs) pose significant challenges due to shifting objectives and fragmented feasible regions. To…”
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Dynamic Constrained Multi-Objective Evolutionary Optimization via Adaptive Two-Stage Archiving and Autoencoder Prediction by Wang, Qianhui, Ye, Yulong, Zhu, Qingling, Liu, Songbai, Lin, Qiuzhen

“…Dynamic constrained multi-objective optimization problems (DCMOPs) are characterized by time-varying objectives and constraints, requiring optimization…”
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Antenna design using dynamic multi-objective evolutionary algorithm by Jiao, Ruwang, Sun, Yongzhi, Sun, Jianqing, Jiang, Yuhong, Zeng, Sanyou

“…To enhance the robustness and stability of the antenna design, a novel methodology is presented for modelling the antenna design problem as the constrained…”
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