Self-adaptive memetic algorithms for multi-objective single machine learning-effect scheduling problems with release times

This paper proposes a single machine scheduling problem with learning-effect and release times by considering two objectives requiring minimization of makespan and total tardiness, simultaneously. Due to the NP-hardness of this problem, two memetic algorithms with meme variants are presented for sol...

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Bibliographic Details

Published in:	Flexible services and manufacturing journal Vol. 34; no. 3; pp. 748 - 784
Main Author:	Deliktaş, Derya
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.09.2022 Springer Nature B.V
Subjects:	Adaptive algorithms Algorithms Engineering Machine learning Machines Manufacturing Operations Management Operations Research/Decision Theory Processes Scheduling Memetic algorithms Hyper-heuristics Learning effect Single machine scheduling Scalarization methods
ISSN:	1936-6582, 1936-6590
Online Access:	Get full text
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