Search Results - "Evolutionary multi-objective algorithm"

Bilevel Evolutionary Multi-objective Algorithm with Multiple Lower-level Search Modes by Yang, Ning, Liu, Hai-Lin

“…In bilevel optimization, the upper-level optimization problem (ULOP) requires to be solved under the constraint of the inner lower-level optimization problem…”
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A relevant feature combination assisted bi-level evolutionary multi-objective algorithm for feature selection in classification by Xing, Lining, Li, Jun, Ma, Hong, Su, Zhenhua, Wu, Jian

“…Minimizing the number of selected features and reducing the error rate are the two primary objectives in feature selection problems. However, with the…”
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Multi-scenario microgrid optimization using an evolutionary multi-objective algorithm by Li, Wenhua, Wang, Rui, Zhang, Tao, Ming, Mengjun, Lei, Hongtao

“…Multi-scenario microgrid optimization arises regularly in real life. It refers to finding optimal scheduling strategies of a microgrid under multiple scenarios…”
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Pattern mining-based evolutionary multi-objective algorithm for beam angle optimization in intensity-modulated radiotherapy by Cao, Ruifen, Chen, Wei, Zhang, Tielu, Si, Langchun, Pei, Xi, Zhang, Xingyi

“…Evolutionary multi-objective algorithms have been applied to beam angle optimization (called BAO…”
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Optimization of high-speed angular contact ball bearing for aircraft gearbox utilizing an evolutionary multi-objective algorithm, NSGA-III by Kim, Jae-Hyun, Kim, Beom-Soo, Im, Dongu, Park, Jung-Ho, Moon, Dong-Joo, Park, Young-Jun

“…We develop a program for predicting bearing performance, including the maximum contact stress, bearing power loss, minimum lubricating film thickness, static…”
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INSPM: An interactive evolutionary multi-objective algorithm with preference model by Pedro, Luciana R., Takahashi, Ricardo H.C.

“…In this paper an interactive method for modeling the preferences of a Decision-Maker (DM) is employed to guide a modified version of the NSGA-II algorithm: the…”
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Robust design optimisation for inductive power transfer systems from topology collection based on an evolutionary multi-objective algorithm by Zou, Yang, Dai, Xin, Li, Weiyi, Sun, Yue

“…Considering the inevitable uncertainty in practice, based on an evolutionary multi-objective robust optimisation, this study presents a hierarchical synthesis…”
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An Agent-Based Co-Evolutionary Multi-Objective Algorithm for Portfolio Optimization by Dreżewski, Rafał, Doroz, Krzysztof

“…Algorithms based on the process of natural evolution are widely used to solve multi-objective optimization problems. In this paper we propose the agent-based…”
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The Spherical Evolutionary Multi-Objective (SEMO) Algorithm for Identifying Disease Multi-Locus SNP Interactions by Ren, Fuxiang, Li, Shiyin, Wen, Zihao, Liu, Yidi, Tang, Deyu

“…Single-nucleotide polymorphisms (SNPs), as disease-related biogenetic markers, are crucial in elucidating complex disease susceptibility and pathogenesis. Due…”
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Optimising Rig Design for Sailing Yachts with Evolutionary Multi-Objective Algorithm by Pawłusik, Mikołaj, Szłapczyński, Rafał, Karczewski, Artur

“…The paper presents a framework for optimising a sailing yacht rig using Multi-objective Evolutionary Algorithms and for filtering obtained solutions by means…”
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An Improved S-Metric Selection Evolutionary Multi-Objective Algorithm With Adaptive Resource Allocation by Menchaca-Mendez, Adriana, Montero, Elizabeth, Zapotecas-Martinez, Saul

“…One of the main disadvantages of evolutionary multi-objective algorithms (EMOAs) based on hypervolume is the computational cost of the hypervolume computation…”
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Intelligent control of cognitive radio parameter adaption: Using evolutionary multi-objective algorithm based on user preference by Chen, Wen, Li, Tao, Yang, Tao

“…Cognitive radio (CR) is a promising technique for overcoming the spectrum scarcity problem. It must appropriately alter its transmission parameters according…”
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A new evolutionary multi-objective algorithm for convex hull maximization by Hong, Wenjing, Lu, Guanzhou, Yang, Peng, Wang, Yong, Tang, Ke

“…Many real-world problems often have several, usually conflicting objectives. Traditional multi-objective optimization problems (MOPs) usually search for the…”
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Detection and Extraction of Potential Promoter/Enhancer Interactions in Genome of Cancer Patients using an Evolutionary Multi-Objective Algorithm by Mohammadjavad Hosseinpoor, Hamid Parvin, Samad Nejatian, vahideh Rezaei

“…Introduction: Cancer, as one of the most common diseases, has influenced the health of many people. The main aim of this study was to present a multi-objective…”
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Incorporation of decision-maker preferences in an interactive evolutionary multi-objective algorithm using a multi-criteria sorting by Cruz-Reyes, Laura, Fernández, Eduardo, Sánchez, Patricia, Gómez, Claudia

“…Here, an interactive method is proposed to incorporate the preferences of the Decision Maker (DM) into the optimization process and lead the search towards the…”
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Multi-objective community detection in complex networks by Shi, Chuan, Yan, Zhenyu, Cai, Yanan, Wu, Bin

“…This paper formulates the community detection as a multi-objective optimization problem and proposes a novel solution which simultaneously optimizes two…”
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Evolutionary Multi-Objective One-Shot Filter Pruning for Designing Lightweight Convolutional Neural Network by Wu, Tao, Shi, Jiao, Zhou, Deyun, Zheng, Xiaolong, Li, Na

“…Deep neural networks have achieved significant development and wide applications for their amazing performance. However, their complex structure, high…”
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Computational experiment-aided prescriptive decision-making for complex supply chains: A case of multi-generation smartphone marketing by Long, Qingqi, Chen, Yingni, Wang, Yongheng, Xu, Le, Zhang, Shuzhu, Peng, Juanjuan

“…•This study proposes a computational experiment-aided prescriptive decision-making framework.•The framework predicts multivariate emergences and exploits…”
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Optimal placement of surge arresters for transmission lines lightning performance improvement by Castro, Walace S., Lopes, Ivan J.S., Missé, Silvio L.V., Vasconcelos, João A.

“…•The use of arresters can improve the lightning performance of transmission lines.•Placement based on the tower-footing impedance does not allocate arresters…”
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Novel evolutionary multi-objective soft subspace clustering algorithm for credit risk assessment by Liu, Chao, Xie, Jing, Zhao, Qi, Xie, Qiwei, Liu, Chenqi

“…•We propose a new clustering validity index for credit risk assessment problems.•We provide to realize the clustering of credit datasets by a multi-objective…”
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