Search Results - "Multimodal multi-objective optimization problem"

A clustering-based differential evolution algorithm for solving multimodal multi-objective optimization problems by Liang, Jing, Qiao, Kangjia, Yue, Caitong, Yu, Kunjie, Qu, Boyang, Xu, Ruohao, Li, Zhimeng, Hu, Yi

“…Multimodal Multi-objective Optimization Problems (MMOPs) refer to the problems that have multiple Pareto-optimal solution sets in decision space corresponding to the same or similar Pareto-optimal front in objective space…”
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Multi-objective evolution strategy for multimodal multi-objective optimization by Zhang, Kai, Chen, Minshi, Xu, Xin, Yen, Gary G.

“…) have been proposed for solving multi-objective optimization problems. However, existing MOEAs cannot satisfactorily address multimodal multi-objective optimization problems that demand to find multiple groups of optimal solutions simultaneously…”
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Improved differential evolution using two-stage mutation strategy for multimodal multi-objective optimization by Wang, Yong, Liu, Zhen, Wang, Gai-Ge

“… Multimodal multi-objective optimization problem has multiple equivalent Pareto sets corresponding to one same Pareto front, and the goal of solving it is to find all the equivalent Pareto sets…”
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Goal-directed multimodal multi-objective evolutionary algorithm converging on population derivation by Deng, Shaobo, Liu, Hangyu, Cheng, Kaixin, Xu, Jinyu, Li, Min, Rao, Hua

“…•A goal-directed algorithmic framework is proposed and divided into three stages: the convergence stage, the population derivation stage, and the diversity…”
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An Immune-Inspired Approach with Interval Allocation in Solving Multimodal Multi-Objective Optimization Problems with Local Pareto Sets by Zhang, Weiwei, Li, Jiaqiang, Wang, Chao, Li, Meng, Rao, Zhi

“…) in the decision space correspond to the same Pareto front (PF) in the objective space, known as Multi-Modal Multi-Objective Optimization Problems (MMOP…”
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A Novel Genetic Algorithm for Constrained Multimodal Multi-Objective Optimization Problems by Feng, Da, Liu, Jianchang

“…This paper proposes a multitasking-based genetic algorithm (MTGA-CMMO) to solve constrained multimodal multi-objective optimization problems (CMMOPs…”
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Multi-population Evolutionary Algorithm for Multimodal Multobjective Optimization by Zhang, Kai, Liu, Fang, Shen, Chaonan, Xu, Zhiwei

“…) have been developed to address multimodal multi-objective optimization problems (MMOPs) involving multiple equivalent sets of Pareto optimal solutions to be found simultaneously…”
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A two-archive model based evolutionary algorithm for multimodal multi-objective optimization problems by Hu, Yi, Wang, Jie, Liang, Jing, Wang, Yanli, Ashraf, Usman, Yue, Caitong, Yu, Kunjie

“…Multimodal multi-objective optimization (MMO) can offer more elegant solutions and provide diverse decisions to decision-makers in real world optimization…”
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Altruistic population algorithm: A metaheuristic search algorithm for solving multimodal multi-objective optimization problems by Ouyang, Haibin, Chen, Jianhong, Li, Steven, Xiang, Jianhua, Zhan, Zhi-Hui

“…Although many intelligent optimization algorithms have been applied to the multimodal multi-objective optimization problems (MMOPs…”
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Multi-objective sand cat swarm optimization based on adaptive clustering for solving multimodal multi-objective optimization problems by Niu, Yanbiao, Yan, Xuefeng, Zeng, Weiping, Wang, Yongzhen, Niu, Yanzhao

“…Multimodal multi-objective optimization problems (MMOPs) represent a highly challenging class of complex problems, characterized by the presence of several…”
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Handling multimodal multi-objective problems through self-organizing quantum-inspired particle swarm optimization by Li, Guoqing, Wang, Wanliang, Zhang, Weiwei, You, Wenbo, Wu, Fei, Tu, Hangyao

“…Multimodal multi-objective optimization problems (MMOPs) involve locating equivalent Pareto optimal solutions in decision space with the same objective values…”
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Grid search based multi-population particle swarm optimization algorithm for multimodal multi-objective optimization by Li, Guoqing, Wang, Wanliang, Zhang, Weiwei, Wang, Zheng, Tu, Hangyao, You, Wenbo

“…In the multimodal multi-objective optimization problems (MMOPs), there may exist two or multiple equivalent Pareto optimal sets (PS…”
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Solving Multimodal Multi-objective Optimization Problems in Limited Time by Ming, Fei, Xue, Bing, Gong, Wenyin, Zhang, Mengjie

“…In recent years, many multimodal multi-objective evolutionary algorithms (MMOEAs) have been proposed for the widely existing multimodal multi-objective optimization problems…”
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A SHADE-based multimodal multi-objective evolutionary algorithm with fitness sharing by Li, Guoqing, Wang, Wanliang, Chen, Haoli, You, Wenbo, Wang, Yule, Jin, Yawen, Zhang, Weiwei

“…In the multimodal multi-objective optimization problems (MMOPs), at least two equivalent Pareto optimal solutions in decision space with an identical objective value are desired…”
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Coevolutionary Framework for Generalized Multimodal Multi-Objective Optimization by Li, Wenhua, Yao, Xingyi, Li, Kaiwen, Wang, Rui, Zhang, Tao, Wang, Ling

“…) for a multimodal multi-objective optimization problem (MMOP). However, in real-world problems, decision makers (DMs…”
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MORPSO_ECD+ELM: A Unified Framework for Gene Selection and Cancer Classification by Mehta, Sumet, Han, Fei, Ling, Qinghua, Sohail, Muhammad, Nagra, Arfan

“… This study proposes a unified framework, MORPSO_ECD+ELM, which formulates gene selection and classification as a multimodal multi-objective optimization problem (MMOP…”
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A novel multimodal multi-objective differential evolution algorithm based on nearest neighbor-repulsion strategy by Jia, Yingjuan, Qu, Liangdong, Li, Xiaoqin

“…Multimodal multi-objective optimization problem (MMOP) is a variant of the multi-objective problem (MOP…”
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Multimodal Multi-objective Optimization Based on Parallel Zoning Search and Its Application by Li, Hao-dong, Hu, Jie, Fan, Qin-qin

“… in this paper.In the PZS,the entire search space of multimodal multi-objective optimization problem is firs-tly divided into many subspaces, and then a selected multimodal multi-objective evolutionary algorithm…”
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Learnable self-supervised support vector machine based individual selection strategy for multimodal multi-objective optimization by Gao, Xiaochuan, Bai, Weiting, Dang, Qianlong, Yang, Shuai, Zhang, Guanghui

“…Multimodal multi-objective optimization problem (MMOP) is a frontier research problem, which can provide decision makers with more choices without making trade-offs…”
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MORPSOECD+ELM: A Unified Framework for Gene Selection and Cancer Classification by Mehta, Sumet, Han, Fei, Ling, Qinghua, Sohail, Muhammad, Nagra, Arfan

“… This study proposes a unified framework, MORPSO_ECD+ELM, which formulates gene selection and classification as a multimodal multi-objective optimization problem (MMOP…”
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