Suchergebnisse - Constrained multi-objective evolutionary algorithms

A multi-task multi-objective evolutionary algorithm for constrained multi-objective optimization problems von Liu, Tianyu, Wu, Yu, Xu, He

“… Constrained multi-objective evolutionary algorithms often struggle to simultaneously achieve both objective optimization and constraint satisfaction, particularly when dealing with multi-objective …”
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A dynamic dual-population co-evolution multi-objective evolutionary algorithm for constrained multi-objective optimization problems von Kong, Xiangsong, Yang, Yongkuan, Lv, Zhisheng, Zhao, Jing, Fu, Rong

“… Many multi-objective evolutionary algorithms are proposed to handle constrained multi-objective optimization problems …”
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A Preference Model-Based Surrogate-Assisted Constrained Multi-Objective Evolutionary Algorithm for Expensively Constrained Multi-Objective Problems von Sun, Yu, Ma, Yifan, Hua, Bei

“… In the context of expensive constraint multi-objective problems, it is evident that the feasible domain shapes and sizes of different problems vary considerably …”
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A multi-objective differential evolutionary algorithm for constrained multi-objective optimization problems with low feasible ratio von Yang, Yongkuan, Liu, Jianchang, Tan, Shubin, Wang, Honghai

“… Most current evolutionary multi-objective optimization (EMO) algorithms perform well on multi-objective optimization problems without constraints …”
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A Multi‐Objective Evolutionary Algorithm Based on Bilayered Decomposition for Constrained Multi‐Objective Optimization von Yasuda, Yusuke, Kumagai, Wataru, Tamura, Kenichi, Yasuda, Keiichiro

“… This paper proposes a multi‐objective evolutionary algorithm based on bilayered decomposition (MOEA/BLD …”
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A Self-Adaptive Evolutionary Multi-Task Based Constrained Multi-Objective Evolutionary Algorithm von Qiao, Kangjia, Liang, Jing, Yu, Kunjie, Wang, Minghui, Qu, Boyang, Yue, Caitong, Guo, Yinan

“… Most constrained multi-objective evolutionary algorithms (CMOEAs) are prone to fall into the local optima due to the imbalance between objectives and constraints as well as the poor search ability of the population …”
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A dynamic tri-population multi-objective evolutionary algorithm for constrained multi-objective optimization problems von Yang, Yongkuan, Yan, Bing, Kong, Xiangsong

“… ). However, the existing constrained multi-objective optimization evolutionary algorithm (CMOEAs) face challenges in converging to the constrained pareto front …”
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A multi-stage multi-task evolutionary algorithm for constrained multi-objective optimization von Wang, Haoyu, Yu, Xiaobing, Wang, Xuming

“… While auxiliary problems have been widely adopted in recent constrained multi-objective evolutionary algorithms (CMOEAs …”
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A multi-objective evolutionary algorithm for steady-state constrained multi-objective optimization problems von Yang, Yongkuan, Liu, Jianchang, Tan, Shubin

“… Many multi-objective evolutionary algorithms (MOEAs) are developed to solve constrained multi-objective optimization problems (CMOPs …”
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Dynamic-multi-task-assisted evolutionary algorithm for constrained multi-objective optimization von Ye, Qianlin, Wang, Wanliang, Li, Guoqing, Wang, Zheng

“… optimization problems demand additional consideration of the treatment of constraints. Recently, many constrained multi-objective evolutionary algorithms …”
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A constrained multi-objective evolutionary algorithm based on decomposition with improved constrained dominance principle von Gu, Qinghua, Bai, Jiaming, Li, Xuexian, Xiong, Naixue, Lu, Caiwu

“… There are various constraints in many real engineering problems, and the constrained handling methods play a key role in the constrained multi-objective evolutionary algorithms (CMOEAs …”
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A comparative study of constrained multi-objective evolutionary algorithms on constrained multi-objective optimization problems von Zhun Fan, Yi Fang, Wenji Li, Jiewei Lu, Xinye Cai, Caimin Wei

“… This paper first reviews a number of popular constrained multi-objective evolutionary algorithms (CMOEAs …”
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A multi-population evolutionary algorithm for multi-objective constrained portfolio optimization problem von Hemici, Meriem, Zouache, Djaafar

“… This paper proposes a new multi-objective evolutionary algorithm based on multi-population, called MP-MOEA, to handle the multi-objective constrained portfolio optimization problem (MOCPOP …”
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A multi-dimensional co-evolutionary algorithm for multi-objective resource-constrained flexible flowshop with robotic transportation von Li, Jia-ke, Li, Rong-hao, Li, Jun-qing, Yu, Xin, Xu, Ying

“… , resource-dependent processing, robotic arm loading, and transportation. To solve the considered problem, a multi-dimensional co-evolutionary algorithm (MDCEA …”
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A Multi-Period Constrained Multi-Objective Evolutionary Algorithm with Orthogonal Learning for Solving the Complex Carbon Neutral Stock Portfolio Optimization Model von Chen, Yinnan, Ye, Lingjuan, Li, Rui, Zhao, Xinchao

“… ). At present, due to the influence of modeling and algorithm solving, the PO models established by many researchers are still mainly focused on single-stage single-objective models or single-stage multi-objective models …”
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Constrained multi-objective optimization using constrained non-dominated sorting combined with an improved hybrid multi-objective evolutionary algorithm von Ning, Weikang, Guo, Baolong, Yan, Yunyi, Wu, Xianxiang, Wu, Jinfu, Zhao, Dan

“… Constrained multi-objective optimization problems (cMOPs) are complex because the optimizer should balance not only between exploration and exploitation, but also between feasibility and optimality …”
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A novel three-stage multi-population evolutionary algorithm for constrained multi-objective optimization problems von Shi, Chenli, Wang, Ziqi, Jin, Xiaohang, Xu, Zhengguo, Wang, Zhangsheng, Shen, Peng

“… ), but the existing constrained multi-objective optimization evolutionary algorithms (CMOEAs) often fail to balance convergence and diversity effectively …”
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Parallel Multi-Objective Evolutionary Algorithm for Constrained Multi-Objective Optimization von Belaiche, Leyla, Kahloul, Laid, Grid, Maroua, Abidallah, Nedjma, Benharzallah, Saber

“… Constrained multi-objective evolutionary algorithms (CMOEA) are a suitable class of based-evolutionary algorithms for finding a solution to CMOP problems …”
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A double auxiliary optimization constrained multi-objective evolutionary algorithm von Yang, Yongkuan, Yan, Bing, Kong, Xiangsong, Zhao, Jing

“… Motivated by this inspiration, we propose a double auxiliary optimization constrained multi-objective evolutionary algorithm, namely DAO …”
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A Pareto front estimation-based constrained multi-objective evolutionary algorithm von Cao, Jie, Yan, Zesen, Chen, Zuohan, Zhang, Jianlin

“… The balance of convergence, diversity, and feasibility plays a pivotal role in constrained multi-objective optimization problems …”
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