Presentation Open Access

Enhanced Kriging Models within a Bayesian Optimization Framework, to Handle both continuous and Categorical Inputs

Saves, P.; Bartoli, N.; Lefebre, T.; Diouane, Y.; Morlier, J.


DataCite XML Export

<?xml version='1.0' encoding='utf-8'?>
<resource xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://datacite.org/schema/kernel-4" xsi:schemaLocation="http://datacite.org/schema/kernel-4 http://schema.datacite.org/meta/kernel-4.1/metadata.xsd">
  <identifier identifierType="DOI">10.5281/zenodo.5743339</identifier>
  <creators>
    <creator>
      <creatorName>Saves, P.</creatorName>
      <givenName>P.</givenName>
      <familyName>Saves</familyName>
      <affiliation>ONERA/ISAE-SUPAERO</affiliation>
    </creator>
    <creator>
      <creatorName>Bartoli, N.</creatorName>
      <givenName>N.</givenName>
      <familyName>Bartoli</familyName>
      <affiliation>ONERA</affiliation>
    </creator>
    <creator>
      <creatorName>Lefebre, T.</creatorName>
      <givenName>T.</givenName>
      <familyName>Lefebre</familyName>
      <affiliation>ONERA</affiliation>
    </creator>
    <creator>
      <creatorName>Diouane, Y.</creatorName>
      <givenName>Y.</givenName>
      <familyName>Diouane</familyName>
      <affiliation>ISAE-SUPAERO</affiliation>
    </creator>
    <creator>
      <creatorName>Morlier, J.</creatorName>
      <givenName>J.</givenName>
      <familyName>Morlier</familyName>
      <affiliation>ISAE-SUPAERO</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Enhanced Kriging Models within a Bayesian Optimization Framework, to Handle both continuous and Categorical Inputs</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2021</publicationYear>
  <subjects>
    <subject>Bayesian optimization</subject>
    <subject>kriging</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2021-03-05</date>
  </dates>
  <resourceType resourceTypeGeneral="Text">Presentation</resourceType>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/5743339</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.5743338</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/agile4</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;SIAM Conference on Computational Science and Engineering&lt;/p&gt;

&lt;p&gt;MS130 Derivative-Free Optimization Methods for Solving Expensive Global Black-Box Problems - Part II of II&lt;/p&gt;</description>
  </descriptions>
  <fundingReferences>
    <fundingReference>
      <funderName>European Commission</funderName>
      <funderIdentifier funderIdentifierType="Crossref Funder ID">10.13039/100010661</funderIdentifier>
      <awardNumber awardURI="info:eu-repo/grantAgreement/EC/Horizon 2020 Framework Programme - Research and Innovation action/815122/">815122</awardNumber>
      <awardTitle>AGILE 4.0: Towards cyber-physical collaborative aircraft development</awardTitle>
    </fundingReference>
  </fundingReferences>
</resource>
48
31
views
downloads
All versions This version
Views 4848
Downloads 3131
Data volume 301.7 MB301.7 MB
Unique views 4545
Unique downloads 2626

Share

Cite as