Search Results - Multiobjective Evolutionary Algorithm

An enhanced sparse multiobjective evolutionary algorithm in large-scale multiobjective optimization by Huang, Xiaodong, Wang, Jian, Zhang, Kai, Yuan, Bin, Dai, Caili, Ablameyko, Sergey V.

“…) often struggle to efficiently find optimal solutions. In an effort to settle this difficulty, we raise an enhanced sparse multiobjective evolutionary algorithm (ESMOEA…”
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Constrained Monotone k -Submodular Function Maximization Using Multiobjective Evolutionary Algorithms With Theoretical Guarantee by Qian, Chao, Shi, Jing-Cheng, Tang, Ke, Zhou, Zhi-Hua

“… In this paper, we propose a new approach which employs a multiobjective evolutionary algorithm to maximize the given objective and minimize the size simultaneously…”
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MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition by Qingfu Zhang, Qingfu Zhang, Hui Li, Hui Li

“… This paper proposes a multiobjective evolutionary algorithm based on decomposition (MOEA/D). It decomposes a multiobjective optimization problem into a number of scalar optimization subproblems and optimizes them simultaneously…”
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Machine Learning-Assisted Multiobjective Evolutionary Algorithm for Routing and Packing by Liu, Fei, Zhang, Qingfu, Zhu, Qingling, Tong, Xialiang, Yuan, Mingxuan

“… In this article, we show that offline machine learning can be very useful to assist multiobjective evolutionary algorithms to tackle this kind of problem…”
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DMOEA- \varepsilon \text : Decomposition-Based Multiobjective Evolutionary Algorithm With the \varepsilon -Constraint Framework by Chen, Jie, Li, Juan, Xin, Bin

“…). Its success has been witnessed by the multiobjective evolutionary algorithm MOEA/D and its variants…”
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Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach by Zitzler, E., Thiele, L.

“…Evolutionary algorithms (EAs) are often well-suited for optimization problems involving several, often conflicting objectives…”
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A Hybrid Multiobjective Evolutionary Algorithm for Multiobjective Optimization Problems by Tang, Lixin, Wang, Xianpeng

“…Recently, the hybridization between evolutionary algorithms and other metaheuristics has shown very good performances in many kinds of multiobjective optimization problems (MOPs…”
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A Two-Stage Multiobjective Evolutionary Algorithm for Multiobjective Multidepot Vehicle Routing Problem With Time Windows by Wang, Jiahai, Weng, Taiyao, Zhang, Qingfu

“… It develops a two-stage multiobjective evolutionary algorithm (TS-MOEA) for dealing with the problem…”
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An adaptive multiobjective evolutionary algorithm for dynamic multiobjective flexible scheduling problem by Yu, Weiwei, Zhang, Li, Ge, Ning

“…There are various uncertain disturbances in the actual manufacturing environment, which makes dynamic multiobjective flexible scheduling problem of flexible job shop (MDFJSP…”
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Players’ selection for basketball teams, through Performance Index Rating, using multiobjective evolutionary algorithms by Pérez-Toledano, Miguel Ángel, Rodriguez, Francisco J., García-Rubio, Javier, Ibañez, Sergio José

“…In any sport the selection of players for a team is fundamental for its subsequent performance. Many factors condition the selection process from the…”
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A Multiobjective Evolutionary Algorithm Based on Decision Variable Analyses for Multiobjective Optimization Problems With Large-Scale Variables by Ma, Xiaoliang, Liu, Fang, Qi, Yutao, Wang, Xiaodong, Li, Lingling, Jiao, Licheng, Yin, Minglei, Gong, Maoguo

“…State-of-the-art multiobjective evolutionary algorithms (MOEAs) treat all the decision variables as a whole to optimize performance…”
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The mean–variance cardinality constrained portfolio optimization problem: An experimental evaluation of five multiobjective evolutionary algorithms by Anagnostopoulos, K.P., Mamanis, G.

“…► We compare the effectiveness of five state-of-the-art multiobjective evolutionary algorithms on the mean variance cardinality constrained portfolio optimization problem…”
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Weapon-Target Assignment Problem by Multiobjective Evolutionary Algorithm Based on Decomposition by Tang, Yongchuan, Pan, Qian, Zhou, Deyun, Li, Xiaoyang, Huang, Jichuan

“… (MOSWTA) problem is known as one of the notable issues of WTA. Since this is an NP-complete problem, multiobjective evolutionary algorithms (MOEAs…”
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A surrogate-assisted a priori multiobjective evolutionary algorithm for constrained multiobjective optimization problems by Aghaei pour, Pouya, Hakanen, Jussi, Miettinen, Kaisa

“…We consider multiobjective optimization problems with at least one computationally expensive constraint function and propose a novel surrogate-assisted evolutionary algorithm that can incorporate…”
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Handling multiple objectives using k‐means clustering guided multiobjective evolutionary algorithm by Singh, Tribhuvan

“… Multiobjective evolutionary algorithms (MOEAs) optimize these objectives by targeting solutions on the Pareto front…”
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A novel multiobjective evolutionary algorithm for environmental/economic power dispatch by Abido, M.A.

“…In this paper, a novel multiobjective evolutionary algorithm for environmental/economic power dispatch (EED…”
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Intelligent Optimal Control of Sewage Treatment Based on Multiobjective Evolutionary Algorithm by Jia, Xi’ning, Xiang, Chengmi, Wang, Jin, Gao, Xue, Ye, Yunrui

“…In order to solve the problem of optimal control of the sewage treatment process based on a multiobjective evolutionary algorithm, an intelligent optimal control of sewage treatment based…”
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A Constrained Multiobjective Evolutionary Algorithm With Detect-and-Escape Strategy by Zhu, Qingling, Zhang, Qingfu, Lin, Qiuzhen

“…Overall constraint violation functions are commonly used in multiobjective evolutionary algorithms (MOEAs…”
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A Maximal Clique Based Multiobjective Evolutionary Algorithm for Overlapping Community Detection by Wen, Xuyun, Chen, Wei-Neng, Lin, Ying, Gu, Tianlong, Zhang, Huaxiang, Li, Yun, Yin, Yilong, Zhang, Jun

“… Along this avenue, this paper proposes a maximal clique based multiobjective evolutionary algorithm (MOEA…”
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Cooperative Multiobjective Evolutionary Algorithm With Propulsive Population for Constrained Multiobjective Optimization by Wang, Jiahai, Li, Yanyue, Zhang, Qingfu, Zhang, Zizhen, Gao, Shangce

“…). To deal with the balance among convergence, diversity and feasibility well, this article proposes a cooperative multiobjective evolutionary algorithm with propulsive population (CMOEA-PP) for solving CMOPs…”
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