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Algorithm selection on a meta level

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Bibliographic Details
Main Authors: Alexander, Tornede, Lukas, Gehring, Tanja, Tornede
Format: Book
Language:English
Published: Springer 2023
Subjects:
algorithmic problem
Boolean satisfiability problem
Online Access:https://link.springer.com/article/10.1007/s10994-022-06161-4
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7345
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spelling oai:localhost:PNK-73452023-03-30T08:58:24Z Algorithm selection on a meta level Alexander, Tornede Lukas, Gehring Tanja, Tornede algorithmic problem Boolean satisfiability problem CC BY The problem of selecting an algorithm that appears most suitable for a specific instance of an algorithmic problem class, such as the Boolean satisfiability problem, is called instance-specific algorithm selection. Over the past decade, the problem has received considerable attention, resulting in a number of different methods for algorithm selection. Although most of these methods are based on machine learning, surprisingly little work has been done on meta learning, that is, on taking advantage of the complementarity of existing algorithm selection methods in order to combine them into a single superior algorithm selector. In this paper, we introduce the problem of meta algorithm selection, which essentially asks for the best way to combine a given set of algorithm selectors. 2023-03-30T08:58:24Z 2023-03-30T08:58:24Z 2023 Book https://link.springer.com/article/10.1007/s10994-022-06161-4 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7345 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic algorithmic problem
Boolean satisfiability problem
spellingShingle algorithmic problem
Boolean satisfiability problem
Alexander, Tornede
Lukas, Gehring
Tanja, Tornede
Algorithm selection on a meta level
description CC BY
format Book
author Alexander, Tornede
Lukas, Gehring
Tanja, Tornede
author_facet Alexander, Tornede
Lukas, Gehring
Tanja, Tornede
author_sort Alexander, Tornede
title Algorithm selection on a meta level
title_short Algorithm selection on a meta level
title_full Algorithm selection on a meta level
title_fullStr Algorithm selection on a meta level
title_full_unstemmed Algorithm selection on a meta level
title_sort algorithm selection on a meta level
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s10994-022-06161-4
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7345
_version_ 1761821915200094208
score 8.891053

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