Improving the computational efficiency of stochastic programs using automated algorithm configuration: an application to decentralized energy systems

The optimization of decentralized energy systems is an important practical problem that can be modeled using stochastic programs and solved via their large-scale, deterministic-equivalent formulations. Unfortunately, using this approach, even when leveraging a high degree of parallelism on large hig...

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Vydáno v:	Annals of operations research s. 1 - 22
Hlavní autoři:	Schwarz, Hannes, Kotthoff, Lars, Hoos, Holger, Fichtner, Wolf, Bertsch, Valentin
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Springer Nature B.V 2019
Témata:	Algorithms Alternative energy sources Automation Computational efficiency Computer science Computing costs Computing time Configurations Formulations High performance computing Operations research Optimization techniques State of the art Storage units Ireland Germany
ISSN:	0254-5330, 1572-9338
On-line přístup:	Získat plný text
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