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A population diffusion algorithm for energy-efficient distributed flexible job shop scheduling problem

delete2026-03-17
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PRE
AI
L
Lexing Chen
杨城 cover
杨城 (Cheng Yang)
D
Donglin Zhu
李
李太勇 (Taiyong Li) *
DOI:10.1016/j.asoc.2026.115056delete
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Abstract

Abstract

En 中文
• A relaxation factor is introduced in environmental selection to reduce convergence pressure in the evolutionary process. • Comprehensive heuristics guide local search, acting broadly on the population and precisely on elite archive. • Computational resources are dynamically allocated to balance convergence and diversity. • Experiments validate the algorithm’s superior performance.
Keywords:
relaxation factor
comprehensive heuristics
dynamic resource allocation
energy-efficient scheduling
distributed flexible job shop scheduling

Journal

Applied Soft Computing cover
Applied Soft Computing
IF:
6.6
Papers:
1.4W
Citations:
4.8W

Organization

S
southwestern university of finance and economics
Scholars:
648
Papers: 385
Citations: 0
Z
Zhejiang Normal University
Scholars:
1.3W
Papers: 8.4K
Citations: 1.2W
Cited Papers

Cited Papers

A Review on Swarm Intelligence and Evolutionary Algorithms for Solving Flexible Job Shop Scheduling Problems
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err371
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errGao, Kaizhou; Cao, Zhiguang; Zhang, Le; Chen, Zhenghua; Han, Yuyan; Pan, Quanke
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Robust multiobjective optimisation for fuzzy job shop problems
err2017-07-01
err43
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errJose Palacios, Juan; Gonzalez-Rodriguez, Ines; Vela, Camino R.; Puente, Jorge
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A genetic algorithm for the Flexible Job-shop Scheduling Problem
err2008-10-01
err759
PREAI
errPezzella, F.; Morganti, G.; Ciaschetti, G.
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The Role of Environmental Factors in the Flexible Job-Shop Scheduling Problem: A Literature Review
err2022-01-01
err0
errOAAI
errMasoumeh Hassanchokami; Alejandro Vital-Soto; Jessica Olivares-Aguila
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Performance assessment of multiobjective optimizers: An analysis and review
err2003-04-01
err3.1K
errOAAI
errZitzler, E; Thiele, L; Laumanns, M; Fonseca, CM; da Fonseca, VG
errShare
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Flexible Job-Shop Rescheduling for New Job Insertion by Using Discrete Jaya Algorithm
err2019-05-01
err236
errOAAI
errGao, Kaizhou; Yang, Fajun; Zhou, MengChu; Pan, Quanke; Suganthan, Ponnuthurai Nagaratnam
errShare
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