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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Veröffentlicht in:	Expert systems with applications Jg. 237; S. 121431
Hauptverfasser:	Meng, Weiyao, Qu, Rong
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.03.2024
Schlagworte:	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-Zugang:	Volltext
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