Automated design of local search algorithms: Predicting algorithmic components with LSTM

With a recently defined AutoGCOP framework, the design of local search algorithms has been defined as the composition of elementary algorithmic components. The effective compositions of the best algorithms thus retain useful knowledge of effective algorithm design. This paper investigates machine le...

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Bibliographic Details

Published in:	Expert systems with applications Vol. 237; p. 121431
Main Authors:	Meng, Weiyao, Qu, Rong
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.03.2024
Subjects:	Automated algorithm design Data re-sampling Imbalanced dataset LSTM Search algorithms Imbalanced dataset LSTM Automated algorithm design Search algorithms Data re-sampling
ISSN:	0957-4174, 1873-6793
Online Access:	Get full text
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