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Generalized convexity, generalized monotonicity recent results

A function is convex if its epigraph is convex. This geometrical structure has very strong implications in terms of continuity and differentiability. Separation theorems lead to optimality conditions and duality for convex problems. A function is quasiconvex if its lower level sets are convex. Here...

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Detalles Bibliográficos
Autores principales: Crouzeix, Jean-Pierre, Martinez-Legaz, Juan-Enrique, Volle, Michel
Lenguaje:eng
Publicado: Springer 1998
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-1-4613-3341-8
http://cds.cern.ch/record/2023775
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author Crouzeix, Jean-Pierre
Martinez-Legaz, Juan-Enrique
Volle, Michel
author_facet Crouzeix, Jean-Pierre
Martinez-Legaz, Juan-Enrique
Volle, Michel
author_sort Crouzeix, Jean-Pierre
collection CERN
description A function is convex if its epigraph is convex. This geometrical structure has very strong implications in terms of continuity and differentiability. Separation theorems lead to optimality conditions and duality for convex problems. A function is quasiconvex if its lower level sets are convex. Here again, the geo­ metrical structure of the level sets implies some continuity and differentiability properties for quasiconvex functions. Optimality conditions and duality can be derived for optimization problems involving such functions as well. Over a period of about fifty years, quasiconvex and other generalized convex functions have been considered in a variety of fields including economies, man­ agement science, engineering, probability and applied sciences in accordance with the need of particular applications. During the last twenty-five years, an increase of research activities in this field has been witnessed. More recently generalized monotonicity of maps has been studied. It relates to generalized convexity off unctions as monotonicity relates to convexity. Generalized monotonicity plays a role in variational inequality problems, complementarity problems and more generally, in equilibrium prob­ lems.
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spelling cern-20237752021-04-21T20:11:54Zdoi:10.1007/978-1-4613-3341-8http://cds.cern.ch/record/2023775engCrouzeix, Jean-PierreMartinez-Legaz, Juan-EnriqueVolle, MichelGeneralized convexity, generalized monotonicity recent resultsMathematical Physics and MathematicsA function is convex if its epigraph is convex. This geometrical structure has very strong implications in terms of continuity and differentiability. Separation theorems lead to optimality conditions and duality for convex problems. A function is quasiconvex if its lower level sets are convex. Here again, the geo­ metrical structure of the level sets implies some continuity and differentiability properties for quasiconvex functions. Optimality conditions and duality can be derived for optimization problems involving such functions as well. Over a period of about fifty years, quasiconvex and other generalized convex functions have been considered in a variety of fields including economies, man­ agement science, engineering, probability and applied sciences in accordance with the need of particular applications. During the last twenty-five years, an increase of research activities in this field has been witnessed. More recently generalized monotonicity of maps has been studied. It relates to generalized convexity off unctions as monotonicity relates to convexity. Generalized monotonicity plays a role in variational inequality problems, complementarity problems and more generally, in equilibrium prob­ lems.Springeroai:cds.cern.ch:20237751998
spellingShingle Mathematical Physics and Mathematics
Crouzeix, Jean-Pierre
Martinez-Legaz, Juan-Enrique
Volle, Michel
Generalized convexity, generalized monotonicity recent results
title Generalized convexity, generalized monotonicity recent results
title_full Generalized convexity, generalized monotonicity recent results
title_fullStr Generalized convexity, generalized monotonicity recent results
title_full_unstemmed Generalized convexity, generalized monotonicity recent results
title_short Generalized convexity, generalized monotonicity recent results
title_sort generalized convexity, generalized monotonicity recent results
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-1-4613-3341-8
http://cds.cern.ch/record/2023775
work_keys_str_mv AT crouzeixjeanpierre generalizedconvexitygeneralizedmonotonicityrecentresults
AT martinezlegazjuanenrique generalizedconvexitygeneralizedmonotonicityrecentresults
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