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, including different modes of the true Pareto front (e.g…”
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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 computation community…”
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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…”
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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 over time…”
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A Prediction and Weak Coevolution-Based Dynamic Constrained Multiobjective Optimization by Gong, Dunwei, Rong, Miao, Hu, Na, Wang, Yan, Pedrycz, Witold, Yang, Shengxiang

“… (PWDCMO) to handle the dynamic constrained multiobjective optimization problems (DCMOPs), where a prediction strategy is employed to forecast potential optimal regions…”
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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 feasible region caused by constraints…”
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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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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 the evolutionary computation community…”
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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 time…”
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Enhancing Dynamic Constrained Multiobjective Optimization With Multicenters-Based Prediction by Gong, Quan, Xia, Yizhang, Zou, Juan, Hou, Zhanglu, Liu, Yuan

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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 environments…”
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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

“…). To address the problem, a Dynamic Constrained Multiobjective Optimization Evolutionary Algorithm…”
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Elliptical Slot Microstrip Patch Antenna Design Based on a Dynamic Constrained Multiobjective Optimization Evolutionary Algorithm: Elliptical Slot Microstrip Patch Antenna Design Based on a DCMOEA

“…). To address the problem, a Dynamic Constrained Multiobjective Optimization Evolutionary Algorithm…”
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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…”
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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 the evolutionary computation community…”
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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 main challenges: (1…”
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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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A Multiobjective Optimization Algorithm for Fluid Catalytic Cracking Process with Constraints and Dynamic Environments by Liu, Guanzhi, Pang, Xinfu, Wan, Jishen

“… To solve these problems, we established a mathematical model and proposed a dynamic constrained multiobjective optimization evolution algorithm for the fluid catalytic cracking process…”
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