Structured sampling strategies in Bayesian optimization: evaluation in mathematical and real-world scenarios.
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| Title: | Structured sampling strategies in Bayesian optimization: evaluation in mathematical and real-world scenarios. |
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| Authors: | Greif, Lucas1, Lucas.Greif@kit.edu, Hübschle, Niklas1, Kimmig, Andreas1, Kreuzwieser, Simon1, Martenne, Anatole1, Ovtcharova, Jivka1 |
| Source: | Journal of Intelligent Manufacturing; Mar2026, Vol. 37 Issue 3, p1265-1295, 31p |
| Database: | Applied Science & Technology Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 191838967 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Structured sampling strategies in Bayesian optimization: evaluation in mathematical and real-world scenarios. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Greif%2C+Lucas%22">Greif, Lucas</searchLink><relatesTo>1</relatesTo>, <i>Lucas.Greif@kit.edu</i><br /><searchLink fieldCode="AU" term="%22Hübschle%2C+Niklas%22">Hübschle, Niklas</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Kimmig%2C+Andreas%22">Kimmig, Andreas</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Kreuzwieser%2C+Simon%22">Kreuzwieser, Simon</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Martenne%2C+Anatole%22">Martenne, Anatole</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Ovtcharova%2C+Jivka%22">Ovtcharova, Jivka</searchLink><relatesTo>1</relatesTo> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Journal+of+Intelligent+Manufacturing%22">Journal of Intelligent Manufacturing</searchLink>; Mar2026, Vol. 37 Issue 3, p1265-1295, 31p |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=191838967 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s10845-025-02597-2 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 31 StartPage: 1265 Titles: – TitleFull: Structured sampling strategies in Bayesian optimization: evaluation in mathematical and real-world scenarios. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Greif, Lucas – PersonEntity: Name: NameFull: Hübschle, Niklas – PersonEntity: Name: NameFull: Kimmig, Andreas – PersonEntity: Name: NameFull: Kreuzwieser, Simon – PersonEntity: Name: NameFull: Martenne, Anatole – PersonEntity: Name: NameFull: Ovtcharova, Jivka IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 03 Text: Mar2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 09565515 Numbering: – Type: volume Value: 37 – Type: issue Value: 3 Titles: – TitleFull: Journal of Intelligent Manufacturing Type: main |
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