A Self-Adaptive Differential Evolution Algorithm for Scheduling a Single Batch-Processing Machine With Arbitrary Job Sizes and Release Times

Batch-processing machines (BPMs) can process a number of jobs at a time, which can be found in many industrial systems. This article considers a single BPM scheduling problem with unequal release times and job sizes. The goal is to assign jobs into batches without breaking the machine capacity const...

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Veröffentlicht in:	IEEE transactions on cybernetics Jg. 51; H. 3; S. 1430 - 1442
Hauptverfasser:	Zhou, Shengchao, Xing, Lining, Zheng, Xu, Du, Ni, Wang, Ling, Zhang, Qingfu
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.03.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Adaptive algorithms Algorithms Batch-processing machine (BPM) differential evolution (DE) Dynamic programming Evolutionary algorithms Evolutionary computation Genetic algorithms Heuristic algorithms Job shop scheduling Mutation operator adaptation Optimal scheduling parameter adaptation Scheduling
ISSN:	2168-2267, 2168-2275, 2168-2275
Online-Zugang:	Volltext
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