Výsledky vyhledávání - Multifactorial Evolutionary Algorithm~

Evolutionary algorithm and multifactorial evolutionary algorithm on clustered shortest-path tree problem Autor Hanh, Phan Thi Hong, Thanh, Pham Dinh, Binh, Huynh Thi Thanh

“… Previous studies focus on approximation algorithms which search for an optimal solution in relatively large space…”
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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 Autor 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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Multifactorial Evolutionary Algorithm With Online Transfer Parameter Estimation: MFEA-II Autor 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 Autor 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 Autor 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 Autor 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 Autor 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 Autor 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 Autor 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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Individualized requirement-driven multi-task scheduling in cloud manufacturing using an extended multifactorial evolutionary algorithm Autor 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 Autor 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 Autor 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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Mutagenic multifactorial evolutionary algorithm based on trait segregation Autor 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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Adaptive Knowledge Transfer in Multifactorial Evolutionary Algorithm for the Clustered Minimum Routing Cost Problem Autor 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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Helper objective-based multifactorial evolutionary algorithm for continuous optimization Autor Yang, Xu, Li, Wenhua, Wang, Rui, Yang, Kang

“… To this end, in this work, a helper problem (objective function) is proposed to assist evolutionary algorithms (EAs…”
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A hybrid multifactorial evolutionary algorithm and firefly algorithm for the clustered minimum routing cost tree problem Autor Thang, Ta Bao, Binh, Huynh Thi Thanh

“… Many multifactorial evolutionary algorithms have been proposed to solve multiple CluMRCT problems simultaneously…”
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Knowledge Transfer-Based Multifactorial Evolutionary Algorithm for Selective Maintenance Optimization of Multistate Complex Systems Autor 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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An online transfer learning based multifactorial evolutionary algorithm for solving the clustered Steiner tree problem Autor 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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A hybrid operator-based multifactorial evolutionary algorithm for inverse-engineering design of soft network materials Autor 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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Enhancing the Robustness of Networks Against Multiple Damage Models Using a Multifactorial Evolutionary Algorithm Autor Wang, Shuai, Jin, Yaochu, Cai, Ming

“…Networked systems widely exist in the modern society, and these systems are always operated in the presence of attacks and errors. The robustness of a network…”
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