Search Results - multi-objective evolutionary algorithm

Solution of constrained mixed‐integer multi‐objective optimal power flow problem considering the hybrid multi‐objective evolutionary algorithm by Ali, Aamir, Abbas, Ghulam, Keerio, Muhammad Usman, Koondhar, Mohsin Ali, Chandni, Kiran, Mirsaeidi, Sohrab

“…An Optimal power flow (OPF) is non‐linear and constrained multi‐objective problem. OPF problems are expensive and evolutionary algorithms…”
Get full text

A multi-modal multi-objective evolutionary algorithm based on scaled niche distance by Cao, Jie, Qi, Zhi, Chen, Zuohan, Zhang, Jianlin

“… To address this issue, a novel multi-modal multi-objective evolutionary algorithm (MMEA) named MMEA-SND is proposed in this study…”
Get full text

A 3 dB SISL coupler design by multi‐objective evolutionary algorithm based on decomposition by Zhang, Yongliang, Yi, Yu, Feng, Linping, Qi, Guangfei, Zhang, Xianfang, Zhang, Xiaoping, Yang, Chen

“…‐objective evolutionary algorithm based on decomposition (MOEA/D) is proposed. SISL technology can provide electromagnetic shielding performance and realize the low loss, lightweight, and self‐packaging. The highly time…”
Get full text

Hybridizing a multi-objective simulated annealing algorithm with a multi-objective evolutionary algorithm to solve a multi-objective project scheduling problem by Yannibelli, Virginia, Amandi, Analía

“… ► To solve the problem, we propose a multi-objective hybrid algorithm. ► Integrating a simulated annealing algorithm and an evolutionary algorithm…”
Get full text

A Multi‐Objective Evolutionary Algorithm Based on Bilayered Decomposition for Constrained Multi‐Objective Optimization by Yasuda, Yusuke, Kumagai, Wataru, Tamura, Kenichi, Yasuda, Keiichiro

“…This paper proposes a multi‐objective evolutionary algorithm based on bilayered decomposition (MOEA/BLD…”
Get full text

A Co-Evolutionary Scheme for Multi-Objective Evolutionary Algorithms Based on \epsilon -Dominance by Menchaca-Mendez, Adriana, Montero, Elizabeth, Antonio, Luis Miguel, Zapotecas-Martinez, Saul, Coello Coello, Carlos A., Riff, Maria-Cristina

“…Convergence and diversity of solutions play an essential role in the design of multi-objective evolutionary algorithms (MOEAs…”
Get full text

A surrogate archive assisted multi-objective evolutionary algorithm under limited computational budget: A surrogate archive assisted multi-objective evolutionary algorithm by Wang, Le, Fan, Qinqin, Yan, Xuefeng

“… However, there exists a substantial gap in exploring archives within surrogate-assisted multi-objective evolutionary algorithms (SAMOEAs…”
Get full text

A multi-task multi-objective evolutionary algorithm for constrained multi-objective optimization problems by 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…”
Get full text

Multi-objective multi-criteria evolutionary algorithm for multi-objective multi-task optimization by Du, Ke-Jing, Li, Jian-Yu, Wang, Hua, Zhang, Jun

“…Evolutionary multi-objective multi-task optimization is an emerging paradigm for solving multi-objective multi-task optimization problem (MO-MTOP…”
Get full text

Analysis of evolutionary multi-objective algorithms for data center electrical systems: Analysis of evolutionary multi-objective algorithms by Monte Sousa, Francisco, Callou, Gustavo

“…: the Non-dominated Sorting Genetic Algorithm II (NSGA-II) and Multi-Objective Particle Swarm Optimization (MOPSO…”
Get full text

A dynamic dual-population co-evolution multi-objective evolutionary algorithm for constrained multi-objective optimization problems by Kong, Xiangsong, Yang, Yongkuan, Lv, Zhisheng, Zhao, Jing, Fu, Rong

“…Many multi-objective evolutionary algorithms are proposed to handle constrained multi-objective optimization problems…”
Get full text

A multi-objective evolutionary algorithm for energy management of agricultural systems—A case study in Iran by Shamshirband, Shahaboddin, Khoshnevisan, Benyamin, Yousefi, Marziye, Bolandnazar, Elham, Anuar, Nor Badrul, Abdul Wahab, Ainuddin Wahid, Khan, Saif Ur Rehman

“…) in the decision-making process simultaneously. Accordingly, the application of multi-objective genetic algorithm (MOGA…”
Get full text

A multi-objective differential evolutionary algorithm for constrained multi-objective optimization problems with low feasible ratio by 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…”
Get full text

A multi-objective multi-tasking evolutionary algorithm based inverse mapping and adaptive transformation strategy: IM-MFEA by Wei, Qinnan, Yang, Jingming, Hu, Ziyu, Sun, Hao, Wei, Lixin

“… To reduce the impact of negative knowledge transfer, a multi-objective multi-tasking optimization algorithm (IM-MFEA…”
Get full text

Multi-strategy multi-modal multi-objective evolutionary algorithm using macro and micro archive sets by Peng, Hu, Zhang, Sixiang, Li, Lin, Qu, Boyang, Yue, Xuezhi, Wu, Zhijian

“… Therefore, a multi-strategy multi-modal multi-objective evolutionary algorithm using macro and micro archive set (MMMEA) is proposed…”
Get full text

Hyper multi-objective evolutionary algorithm for multi-objective optimization problems by Guo, Weian, Chen, Ming, Wang, Lei, Wu, Qidi

“…Multi-objective optimization problems (MOPs) are very common in practice. To solve MOPs, many kinds of multi-objective evolutionary algorithms (MOEAs) are proposed…”
Get full text

A dynamic tri-population multi-objective evolutionary algorithm for constrained multi-objective optimization problems by 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…”
Get full text

RETRACTED ARTICLE: Sports mental health monitoring based on multi-objective evolutionary algorithms in the Internet of Things: Sports mental health monitoring based on multi-objective evolutionary algorithms in the Internet by Xiaoyan, Li, Yunjing, Shi, Qiang, Gao

Get full text

A Self-Adaptive Evolutionary Multi-Task Based Constrained Multi-Objective Evolutionary Algorithm by 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…”
Get full text

A Multi-Population Multi-Objective Evolutionary Algorithm Based on the Contribution of Decision Variables to Objectives for Large-Scale Multi/Many-Objective Optimization by Xu, Ying, Xu, Chong, Zhang, Huan, Huang, Lei, Liu, Yiping, Nojima, Yusuke, Zeng, Xiangxiang

“…Most existing multiobjective evolutionary algorithms treat all decision variables as a whole to perform genetic operations and optimize all objectives with one population at the same time…”
Get full text