Výsledky vyhledávání - dynamic constrained multiobjective (evolutionary OR evolution) algorithm

Dynamic Selection Preference-Assisted Constrained Multiobjective Differential Evolution Autor Yu, Kunjie, Liang, Jing, Qu, Boyang, Luo, Yong, Yue, Caitong

“… In this article, we propose a dynamic selection preference-assisted constrained multiobjective differential evolutionary (DE) algorithm…”
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A Novel Evolutionary Algorithm for Dynamic Constrained Multiobjective Optimization Problems Autor Chen, Qingda, Ding, Jinliang, Yang, Shengxiang, Chai, Tianyou

“…, we design a dynamic constrained multiobjective optimization algorithm with a nondominated solution selection operator…”
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Dynamic Auxiliary Task-Based Evolutionary Multitasking for Constrained Multiobjective Optimization Autor Qiao, Kangjia, Yu, Kunjie, Qu, Boyang, Liang, Jing, Song, Hui, Yue, Caitong, Lin, Hongyu, Tan, Kay Chen

“…When solving constrained multiobjective optimization problems (CMOPs), the utilization of infeasible solutions significantly affects algorithm's performance…”
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Evolutionary Dynamic Constrained Multiobjective Optimization: Test Suite and Algorithm Autor 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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Evolutionary Algorithm with Dynamic Population Size for Constrained Multiobjective Optimization Autor Wang, Bing-Chuan, Shui, Zhong-Yi, Feng, Yun, Ma, Zhongwei

“… We present an effective evolutionary algorithm with a dynamic population size (DPSEA) to achieve these two tradeoff…”
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A General Framework of Dynamic Constrained Multiobjective Evolutionary Algorithms for Constrained Optimization Autor Sanyou Zeng, Ruwang Jiao, Changhe Li, Xi Li, Alkasassbeh, Jawdat S.

“…) a method of gradually reducing the niche size aims to handle the multimodal difficulty. A general framework of the design of dynamic constrained multiobjective evolutionary algorithms is proposed for solving DCMOPs…”
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Solving Multiobjective Constrained Trajectory Optimization Problem by an Extended Evolutionary Algorithm Autor Chai, Runqi, Savvaris, Al, Tsourdos, Antonios, Xia, Yuanqing, Chai, Senchun

“… To address the multiobjective trajectory planning problem, this paper applies a specific multiple-shooting discretization technique with the newest NSGA-III optimization algorithm and constructs…”
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History-Assisted Two-State Auxiliary Task Collaboration Approach for Dynamic Constrained Multiobjective Optimization Autor 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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Dynamic Constrained Multiobjective Evolutionary Algorithm With Multipopulation Prediction and Dynamic Fusion Ranking Autor Zhang, Dezheng, Zhang, Kai, Yu, Kunjie, Liang, Jing, Qiao, Kangjia, Qu, Boyang, Chen, Ke, Yue, Caitong

“… To tackle these challenges, this paper proposes a dynamic constrained multiobjective evolutionary algorithm based on multipopulation prediction and dynamic fusion ranking…”
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Multipopulation Evolution-Based Dynamic Constrained Multiobjective Optimization Under Diverse Changing Environments Autor Chen, Qingda, Ding, Jinliang, Yen, Gary G., Yang, Shengxiang, Chai, Tianyou

“… To solve these problems, we propose a multipopulation evolution-based dynamic constrained multiobjective optimization algorithm…”
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DpEA: A dual-population evolutionary algorithm for dynamic constrained multiobjective optimization Autor 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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An individual adaptive evolution and regional collaboration based evolutionary algorithm for large-scale constrained multiobjective optimization problems Autor Yu, Kunjie, Yang, Zhenyu, Liang, Jing, Qiao, Kangjia, Qu, Boyang, Suganthan, Ponnuthurai Nagaratnam

“…Large-scale constrained multiobjective optimization problems (LSCMOPs) refer to constrained multiobjective optimization problems (CMOPs…”
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Dual-Population Evolution Based Dynamic Constrained Multiobjective Optimization With Discontinuous and Irregular Feasible Regions Autor Jiang, Xiaoxu, Chen, Qingda, Ding, Jinliang, Zhang, Xingyi

“… To address these problems, we design a dynamic constrained multiobjective optimization algorithm based on dual-population evolution…”
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Enhancing Dynamic Constrained Multiobjective Optimization With Multicenters-Based Prediction Autor 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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Dynamic constrained multi-objective optimization algorithm based on co-evolution and diversity enhancement Autor Che, Wang, Zheng, Jinhua, Hu, Yaru, Zou, Juan, Yang, Shengxiang

“… To address these challenges, this paper proposes a dynamic constrained multi-objective optimization algorithm based on co-evolution and diversity enhancement (CEDE…”
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A Subspace-Knowledge Transfer Based Dynamic Constrained Multiobjective Evolutionary Algorithm Autor Chen, Guoyu, Guo, Yinan, Jiang, Min, Yang, Shengxiang, Zhao, Xiaoxiao, Gong, Dunwei

“… To address this issue, a subspace-knowledge transfer based dynamic constrained multiobjective evolutionary algorithm is proposed in this article, termed SKTEA…”
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Spatial-Temporal Knowledge Transfer for Dynamic Constrained Multiobjective Optimization Autor 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 Subspace Sparsity-Driven Knowledge Transfer Strategy for Dynamic Constrained Multiobjective Optimization Autor Chen, Guoyu, Guo, Yinan, Li, Changhe, Wang, Feng, Gong, Dunwei, Yuan, Liang

“… The existing dynamic constrained multiobjective evolutionary algorithms (DCMOEAs) normally focus on the convergence speed, but cannot well guarantee distribution…”
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Multiobjective economic-environmental power dispatch with stochastic wind-solar-small hydro power Autor Biswas, Partha P., Suganthan, P.N., Qu, B.Y., Amaratunga, Gehan A.J.

“… However, most common forms of renewable sources are intermittent and uncertain. This paper proposes multiobjective economic emission power dispatch problem formulation…”
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A dynamic constrained multiobjective evolutionary algorithm based on decision variable classification Autor Guo, Yinan, Huang, Mingyi, Chen, Guoyu, Gong, Dunwei, Liang, Jing, Yu, Zekuan

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