Search Results - "Multifactorial evolutionary algorithm"

Multifactorial Evolutionary Algorithm With Online Transfer Parameter Estimation: MFEA-II by Bali, Kavitesh Kumar, Ong, Yew-Soon, Gupta, Abhishek, Tan, Puay Siew

“…Humans rarely tackle every problem from scratch. Given this observation, the motivation for this paper is to improve optimization performance through adaptive…”
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A Multivariation Multifactorial Evolutionary Algorithm for Large-Scale Multiobjective Optimization by Feng, Yinglan, Feng, Liang, Kwong, Sam, Tan, Kay Chen

“…For solving large-scale multiobjective problems (LSMOPs), the transformation-based methods have shown promising search efficiency, which varies the original…”
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A Multifactorial Evolutionary Algorithm for Multitasking Under Interval Uncertainties by Yi, Jun, Bai, Junren, He, Haibo, Zhou, Wei, Yao, Lizhong

“… time. Inspired by the multifactorial evolutionary algorithm (MFEA), a novel interval MFEA (IMFEA) is proposed to solve IMOOPs simultaneously using a single population of evolving individuals…”
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Multifactorial Evolutionary Algorithm Based on Diffusion Gradient Descent by Liu, Zhaobo, Li, Guo, Zhang, Haili, Liang, Zhengping, Zhu, Zexuan

“…The multifactorial evolutionary algorithm (MFEA) is one of the most widely used evolutionary multitasking (EMT) algorithms…”
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Enhanced Multifactorial Evolutionary Algorithm With Meme Helper-Tasks by Ma, Xiaoliang, Yin, Jian, Zhu, Anmin, Li, Xiaodong, Yu, Yanan, Wang, Lei, Qi, Yutao, Zhu, Zexuan

“… The effectiveness of intertask knowledge transfer is the key to the success of EMT. The multifactorial evolutionary algorithm (MFEA…”
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Multifactorial evolutionary algorithm enhanced by symmetry transformation and ridge regression by Luo, Guoxing, Wang, Yan, Fan, Jihua, Li, Yanhui, Wang, Lei, Qi, Yutao, Zhu, Zhexuan, Ma, Xiaoliang

“… Multifactorial evolutionary algorithm (MFEA) is one of the most representative EMTO algorithms, yet it suffers from negative knowledge transfer on tasks of low correlation and slow convergence on complex optimization tasks…”
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Adaptive archive-based multifactorial evolutionary algorithm for constrained multitasking optimization by Xing, Caixiao, Gong, Wenyin, Li, Shuijia

“… In this paper, an adaptive archive-based multifactorial evolutionary algorithm is proposed to solve constrained multitasking optimization problems…”
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Evolutionary algorithm and multifactorial evolutionary algorithm on clustered shortest-path tree problem by Hanh, Phan Thi Hong, Thanh, Pham Dinh, Binh, Huynh Thi Thanh

“…In literature, Clustered Shortest-Path Tree Problem (CluSPT) is an NP-hard problem. Previous studies focus on approximation algorithms which search for an…”
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Individualized requirement-driven multi-task scheduling in cloud manufacturing using an extended multifactorial evolutionary algorithm by Zhang, Wenyu, Xiao, Jiuhong, Liu, Weishu, Sui, Yongfeng, Li, Yongfeng, Zhang, Shuai

“…•An extended multifactorial evolutionary algorithm is presented to solve the proposed model.•Experiments are performed to demonstrate the effectiveness of the proposed model and algorithm…”
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Multifactorial Evolutionary Algorithm Based on Improved Dynamical Decomposition for Many-Objective Optimization Problems by Yi, Jun, Zhang, Wei, Bai, Junren, Zhou, Wei, Yao, Lizhong

“…) has become one of the most challenging topics in the field of intelligent optimization. Recently, the multifactorial evolutionary algorithm (MFEA…”
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Multifactorial evolutionary algorithm for optimal reconfiguration capability of distribution networks by Li, Qingxia, Huang, Shengjun, Zhang, Xueyang, Li, Wenhua, Wang, Rui, Zhang, Tao

“…Most existing studies on distribution network reconfiguration (DNRC) are predominantly based on a fixed initial topology and optimize switch operations to…”
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Multifactorial evolutionary algorithm for solving clustered tree problems: competition among Cayley codes: Case studies on the clustered shortest-path tree problem and the minimum inter-cluster routing cost clustered tree problem by Dinh, Thanh Pham, Thanh, Binh Huynh Thi, Ba, Trung Tran, Binh, Long Nguyen

“…The Multifactorial Evolutionary Algorithm (MFEA) has emerged as an effective variant of the evolutionary algorithm…”
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Adaptive Knowledge Transfer in Multifactorial Evolutionary Algorithm for the Clustered Minimum Routing Cost Problem by Thang, Ta Bao, Long, Nguyen Binh, Hoang, Ngo Viet, Binh, Huynh Thi Thanh

“… Belonging to NP-Hard class, the CluMRCT problem can be solved effectively by a meta-heuristic approach such as Multifactorial Evolutionary Algorithm (MFEA…”
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Mutagenic multifactorial evolutionary algorithm based on trait segregation by Yao, Lizhong, Chen, Jia, Wang, Ling, Yin, Tao, Li, Rui

“… Inspired by this principle, this paper proposes a mutagenic multifactorial evolutionary algorithm based on trait segregation (M-MFEA…”
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Helper objective-based multifactorial evolutionary algorithm for continuous optimization by Yang, Xu, Li, Wenhua, Wang, Rui, Yang, Kang

“…Searching for global optima is challenging for complex optimization problems since multi-modality commonly exists. To address this issue, researchers have made…”
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An online transfer learning based multifactorial evolutionary algorithm for solving the clustered Steiner tree problem by Long, Nguyen Binh, Anh, Do Tuan, Ban, Ha-Bang, Binh, Huynh Thi Thanh

“… Lately, the Multifactorial Evolutionary Algorithm (MFEA) has been applied to solve several clustering-structure network design problems for the reason that these problems rarely…”
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Knowledge Transfer-Based Multifactorial Evolutionary Algorithm for Selective Maintenance Optimization of Multistate Complex Systems by Xu, Yue, Pi, Dechang, Yang, Shengxiang, Zio, Enrico

“…This article focuses on multitask selective maintenance (SM) for multistate complex systems, with the goal of selecting subsets of feasible maintenance actions…”
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A hybrid operator-based multifactorial evolutionary algorithm for inverse-engineering design of soft network materials by Cao, Shunze, Feng, Xiao, Chang, Jiahui, Yu, Yongbin, Wang, Xiangxiang, Cai, Jingye, Lai, Yuchen, Wang, Hao

“…, under the limited material libraries. In this study, we developed a brand-new hybrid operators-based multifactorial evolutionary algorithm (HOMFEA…”
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A hybrid multifactorial evolutionary algorithm and firefly algorithm for the clustered minimum routing cost tree problem by Thang, Ta Bao, Binh, Huynh Thi Thanh

“… Many multifactorial evolutionary algorithms have been proposed to solve multiple CluMRCT problems simultaneously…”
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An improved multi-objective multifactorial evolutionary algorithm for assembly line balancing problem considering regular production and preventive maintenance scenarios by Tang, Qiuhua, Meng, Kai, Cheng, Lixin, Zhang, Zikai

“…•ALBP considering PM scenarios promotes the productivity and smoothness.•Multi-task optimization benefits the simultaneous optimization of all scenarios.•The…”
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