Výsledky vyhledávání - dynamic constrained multiobjective evolutionary algorithm

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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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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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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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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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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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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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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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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Elliptical Slot Microstrip Patch Antenna Design Based on a Dynamic Constrained Multiobjective Optimization Evolutionary Algorithm Autor 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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Antenna design using dynamic multi-objective evolutionary algorithm Autor Jiao, Ruwang, Sun, Yongzhi, Sun, Jianqing, Jiang, Yuhong, Zeng, Sanyou

“…). A dynamic constrained multi-objective evolutionary algorithm is applied to address the transformed DCMOP, which means the COP as well as the antenna design problem can be solved…”
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Spatiotemporal Knowledge-Driven Evolutionary Algorithm for Dynamic Constrained Multiobjective Optimization Autor Liu, Zhi, Song, Wei

“…Dynamic constrained multiobjective optimization problems (DCMOPs) present significant challenges due to timevarying objectives and constraints…”
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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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Feasibility-guided search and prediction for dynamic constrained multiobjective evolutionary optimization Autor Dong, Lisha, Wang, Qianhui, Liu, Qiongfang, Ji, Junkai, Wong, Ka-Chun, Lin, Qiuzhen

“… To address these problems, this paper proposes a dynamic constrained multiobjective evolutionary algorithm with feasibility-guided search and prediction (called FGSP…”
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A Prediction and Weak Coevolution-Based Dynamic Constrained Multiobjective Optimization Autor Gong, Dunwei, Rong, Miao, Hu, Na, Wang, Yan, Pedrycz, Witold, Yang, Shengxiang

“…) as the optimizer aiming at balancing exploration and convergence. The proposed method is compared with the four popular dynamic constrained multiobjective evolutionary algorithms (DCMOEAs…”
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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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On Formulating and Designing Antenna Arrays by Evolutionary Algorithms Autor Xu, Qinghui, Zeng, Sanyou, Zhao, Fei, Jiao, Ruwang, Li, Changhe

“…; the other is a general and efficient algorithm that can solve different kinds of problems. To this end, for the first issue, constrained multiobjective optimization…”
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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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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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Enhancing UAV Safety in Smart City Environments: A Dynamic Constrained Multi-Objective Evolutionary Algorithm Autor Gao, Junxi, Chen, Yanglin, Cai, Zhiyuan, Huang, Caishi, Peng, Chaoda

“… dynamic computational support and services in areas with sudden high computational demands. Effective and safe UAV path planning is essential to ensure these aerial…”
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