Construction of multivariate polynomial approximation kernels via semidefinite programming

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Název: Construction of multivariate polynomial approximation kernels via semidefinite programming
Autoři: Kirschner, Felix, de Klerk, Etienne
Zdroj: SIAM Journal on Optimization vol.33 (2023) nr.2 p.513 - 537 [ISSN 1052-6234]
Informace o vydavateli: 2023
Druh dokumentu: Electronic Resource
Abstrakt: In this paper we construct a hierarchy of multivariate polynomial approximation kernels for uniformly continuous functions on the hypercube via semidefinite programming. We give details on the implementation of the semidefinite programs defining the kernels. Finally, we show how symmetry reduction may be performed to increase numerical tractability.
Témata: polynomial kernel method, semidefinite programming, symmetry reduction, Article
URL: https://research.tilburguniversity.edu/en/publications/9b1d01ec-074f-404f-a8d0-6abdc7f0b127
https://repository.tilburguniversity.edu/bitstreams/f6eae40a-2c70-4617-95c7-9a6bf4581096/download
https://repository.tilburguniversity.edu/bitstreams/2501c8d2-0e78-4596-aa67-ace82dc9eab9/download
https://repository.tilburguniversity.edu/bitstreams/f6eae40a-2c70-4617-95c7-9a6bf4581096/download
https://repository.tilburguniversity.edu/bitstreams/2501c8d2-0e78-4596-aa67-ace82dc9eab9/download
Dostupnost: Open access content. Open access content
info:eu-repo/semantics/openAccess
(c) Universiteit van Tilburg
Poznámka: DOI: 10.1137/22M1494476
SIAM Journal on Optimization vol.33 (2023) nr.2 p.513 - 537 [ISSN 1052-6234]
English
Other Numbers: GRG oai:tilburguniversity.edu:publications/9b1d01ec-074f-404f-a8d0-6abdc7f0b127
https://research.tilburguniversity.edu/en/publications/9b1d01ec-074f-404f-a8d0-6abdc7f0b127
1393132913
Přispívající zdroj: TILBURG UNIV
From OAIster®, provided by the OCLC Cooperative.
Přístupové číslo: edsoai.on1393132913
Databáze: OAIster
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