Výsledky vyhledávání - constrained multi-objective evolution algorithm

Self-Adaptive Constrained Multi-Objective Differential Evolution Algorithm Based on the State–Action–Reward–State–Action Method Autor Liu, Qingqing, Cui, Caixia, Fan, Qinqin

“…The performance of constrained multi-objective differential evolution algorithms (CMOEAs…”
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Constrained multi-objective differential evolution algorithm with ranking mutation operator Autor Yu, Xiaobing, Luo, Wenguan, Xu, WangYing, Li, ChenLiang

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A novel multi-level population hybrid search evolution algorithm for constrained multi-objective optimization problems Autor Chaoqun Li, Yang Liu, Yao Zhang, Mengying Xu, Jing Xiao, Jie Zhou

“…Constrained multi-objective optimization problem (CMOP) considers the convergence, diversity and feasibility of the population in the optimization process, so it is challenging to find desirable solutions of CMOP…”
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Reinforcement learning-based differential evolution algorithm for constrained multi-objective optimization problems Autor Yu, Xiaobing, Xu, Pingping, Wang, Feng, Wang, Xuming

“…). It is still challenging to automatically set efficient parameters for Constrained Multi-Objective Evolutionary Algorithms (CMOEAs…”
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Adaptive constrained multi-objective differential evolution algorithm for vehicle routing problem considering crowdsourcing delivery Autor Hou, Ying, Shen, Yanjie, Han, Honggui, Wu, Yilin, Huang, Yanting

“…). To address this constrained optimization problem, an adaptive constrained multi-objective differential evolution (ACMODE…”
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A dynamic dual-population co-evolution multi-objective evolutionary algorithm for constrained multi-objective optimization problems Autor 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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Self-adaptive differential evolution algorithm with α-constrained-domination principle for constrained multi-objective optimization Autor Qian, Feng, Xu, Bin, Qi, Rongbin, Tianfield, Huaglory

“… To solve such constrained multi-objective problems effectively, in this paper, we put forward a new approach which integrates self-adaptive differential evolution algorithm with α…”
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A dual-population algorithm based on alternative evolution and degeneration for solving constrained multi-objective optimization problems Autor Zou, Juan, Sun, Ruiqing, Yang, Shengxiang, Zheng, Jinhua

“…•The proposed algorithm is competitive when compared to the Dual-popualtion CMOEAs. It is challenging to solve constrained multi-objective optimization problems (CMOPs…”
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Dynamic constrained multi-objective optimization algorithm based on co-evolution and diversity enhancement Autor Che, Wang, Zheng, Jinhua, Hu, Yaru, Zou, Juan, Yang, Shengxiang

“… To address these challenges, this paper proposes a dynamic constrained multi-objective optimization algorithm based on co-evolution and diversity enhancement (CEDE…”
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From penalty function to learning-driven: evolution and perspectives of constrained multi-objective evolutionary algorithm Autor Hu, Min, Huang, Gang, Yang, Xueying, Xiao, Jinwei, Wang, Xun, Zhang, Tiantian

“…With the increasing prevalence of constrained multi-objective optimization problems (CMOPs…”
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An adaptive tradeoff evolutionary algorithm with composite differential evolution for constrained multi-objective optimization Autor Feng, Jian, Liu, Shaoning, Yang, Shengxiang, Zheng, Jun, Liu, Jinze

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DEMORS: A hybrid multi-objective optimization algorithm using differential evolution and rough set theory for constrained problems Autor Santana-Quintero, Luis V., Hernández-Díaz, Alfredo G., Molina, Julián, Coello Coello, Carlos A., Caballero, Rafael

“…) and a local search method based on the use of rough set theory is a viable alternative to obtain a robust algorithm able to solve difficult constrained multi-objective optimization problems…”
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Optimization of a Spark Ignition Engine Knock and Performance Using the Epsilon-Constrained Differential Evolution Algorithm and Multi-Objective Differential Evolution Algorithm Autor Kou, Yalin, Gao, Ying, You, Yuelin, Wang, Yurang

“… In order to investigate the effects of multiple variables on economic performance and power performance under knock limits, this study adopts single-objective optimization and multi-objective…”
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The optimal grouting area and cable distribution design for guaranteeing roadway stability while considering fluid mechanical effects via the CMOEAD algorithm Autor Li, Peng, Guo, Yinghai, Cheng, Yinghao, Zhang, Jiaming

“…‒mechanical coupling effects were considered. In combination with the CMOEAD (constrained multi-objective evolution algorithm based on decomposition…”
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A multi-objective differential evolutionary algorithm for constrained multi-objective optimization problems with low feasible ratio Autor 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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Multi-objective optimization based reverse strategy with differential evolution algorithm for constrained optimization problems Autor Gao, Liang, Zhou, Yinzhi, Li, Xinyu, Pan, Quanke, Yi, Wenchao

“…•Experimental results show the effectiveness of the proposed algorithm. Solving constrained optimization problems (COPs…”
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Two-Stage Dynamic Cooperative Evolution Algorithm for Constrained Multi-objective Optimization Autor Chen, Jie, Zhang, Kai, Wu, Ni, Zhang, Ling

“…Compared with multi-objective optimization problems(MOPs), constrained multi-objective optimization problems(CMOPs…”
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A Dynamic Exemplars Selection-based Differential Evolution Algorithm for Constrained Multi-objective Optimization Autor Ban, Xuanxuan, Liang, Jing, Yu, Kunjie, Qiao, Kangjia, Wang, Yaonan, Peng, Jinzhu

“…Constrained multi-objective optimization problems (CMOPs) pose a significant challenge due to the presence of multiple conflicting objective functions requiring optimization, alongside numerous complex constraints that must be satisfied…”
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A Multi-Objective evolutionary algorithm-based optimization framework for hybrid absorption-compression heat pump systems Autor Wei, Junzhuo, Wu, Di, Wang, Ruzhu

“…) to tackle constrained multi-objective optimization problems (CMOP). The framework integrates three innovative algorithms…”
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Multi-objective thermal analysis of a thermoelectric device: Influence of geometric features on device characteristics Autor Ibrahim, Amin, Rahnamayan, Shahryar, Vargas Martin, Miguel, Yilbas, Bekir

“… In the present study, three the-state-of-the-art multi-objective evolutionary algorithms, namely, NSGA-II…”
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