Optimality conditions for convex problems on intersections of non necessarily convex sets

We present necessary and sufficient optimality conditions for the minimization of pseudoconvex functions over convex intersections of non necessarily convex sets. To this aim, we use the notion of local normal cone to a closed set at a point, due to Linh and Penot (SIAM J Optim 17:500-510, 2006). Th...

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Authors: Allevi, Elisabetta|||0000-0003-4914-9124; Riccardi, Rossana; Martínez Legaz, Juan Enrique|||0000-0002-6845-6202
Format: Article
Publication date:2020
Country:España
Institution:Universitat Autònoma de Barcelona
Repository:Dipòsit Digital de Documents de la UAB
Language:English
OAI Identifier:oai:ddd.uab.cat:224366
Online Access:https://ddd.uab.cat/record/224366
https://dx.doi.org/urn:doi:10.1007/s10898-019-00849-z
Access Level:Open access
Keyword:Convex optimization
Nonsmooth optimization
Optimality conditions
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author Allevi, Elisabetta|||0000-0003-4914-9124
author2 Riccardi, Rossana
Martínez Legaz, Juan Enrique|||0000-0002-6845-6202
author2_role author
author
author_browse Allevi, Elisabetta|||0000-0003-4914-9124
Martínez Legaz, Juan Enrique|||0000-0002-6845-6202
Riccardi, Rossana
author_facet Allevi, Elisabetta|||0000-0003-4914-9124
Riccardi, Rossana
Martínez Legaz, Juan Enrique|||0000-0002-6845-6202
author_role author
collection Dipòsit Digital de Documents de la UAB
description We present necessary and sufficient optimality conditions for the minimization of pseudoconvex functions over convex intersections of non necessarily convex sets. To this aim, we use the notion of local normal cone to a closed set at a point, due to Linh and Penot (SIAM J Optim 17:500-510, 2006). The technique we use to obtain the optimality conditions is based on the so called canonical representation of a closed set by means of its associated oriented distance function.
eu_rights_str_mv openAccess
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institution Universitat Autònoma de Barcelona
instname_str Universitat Autònoma de Barcelona
language eng
network_acronym_str ES
network_name_str España
oai_identifier_str oai:ddd.uab.cat:224366
publishDate 2020
publishDateSort 2020
reponame_str Dipòsit Digital de Documents de la UAB
spelling Optimality conditions for convex problems on intersections of non necessarily convex sets Allevi, Elisabetta|||0000-0003-4914-9124 Riccardi, Rossana Martínez Legaz, Juan Enrique|||0000-0002-6845-6202 Convex optimization Nonsmooth optimization Optimality conditions We present necessary and sufficient optimality conditions for the minimization of pseudoconvex functions over convex intersections of non necessarily convex sets. To this aim, we use the notion of local normal cone to a closed set at a point, due to Linh and Penot (SIAM J Optim 17:500-510, 2006). The technique we use to obtain the optimality conditions is based on the so called canonical representation of a closed set by means of its associated oriented distance function. https://ddd.uab.cat/record/224366 https://dx.doi.org/urn:doi:10.1007/s10898-019-00849-z
spellingShingle Optimality conditions for convex problems on intersections of non necessarily convex sets
Allevi, Elisabetta|||0000-0003-4914-9124
Convex optimization
Nonsmooth optimization
Optimality conditions
title Optimality conditions for convex problems on intersections of non necessarily convex sets
title_full Optimality conditions for convex problems on intersections of non necessarily convex sets
title_fullStr Optimality conditions for convex problems on intersections of non necessarily convex sets
title_full_unstemmed Optimality conditions for convex problems on intersections of non necessarily convex sets
title_short Optimality conditions for convex problems on intersections of non necessarily convex sets
title_sort Optimality conditions for convex problems on intersections of non necessarily convex sets
topic Convex optimization
Nonsmooth optimization
Optimality conditions
topic_facet Convex optimization
Nonsmooth optimization
Optimality conditions
url https://ddd.uab.cat/record/224366
https://dx.doi.org/urn:doi:10.1007/s10898-019-00849-z