Description
Set-valued Optimization, Softcover reprint of the original 1st ed. 2015
An Introduction with Applications
Vector Optimization Series
Language: EnglishSubject for Set-valued Optimization:
Set-valued Optimization
Publication date: 09-2016
Support: Print on demand
Publication date: 09-2016
Support: Print on demand
Set-valued Optimization
Publication date: 10-2014
765 p. · 15.5x23.5 cm · Hardback
Publication date: 10-2014
765 p. · 15.5x23.5 cm · Hardback
Description
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Set-valued optimization is a vibrant and expanding branch of mathematics that deals with optimization problems where the objective map and/or the constraints maps are set-valued maps acting between certain spaces. Since set-valued maps subsumes single valued maps, set-valued optimization provides an important extension and unification of the scalar as well as the vector optimization problems. Therefore this relatively new discipline has justifiably attracted a great deal of attention in recent years. This book presents, in a unified framework, basic properties on ordering relations, solution concepts for set-valued optimization problems, a detailed description of convex set-valued maps, most recent developments in separation theorems, scalarization techniques, variational principles, tangent cones of first and higher order, sub-differential of set-valued maps, generalized derivatives of set-valued maps, sensitivity analysis, optimality conditions, duality and applications in economicsamong other things.
Introduction.- Order Relations and Ordering Cones.- Continuity and Differentiability.- Tangent Cones and Tangent Sets.- Nonconvex Separation Theorems.- Hahn-Banach Type Theorems.- Hahn-Banach Type Theorems.- Conjugates and Subdifferentials.- Duality.- Existence Results for Minimal Points.- Ekeland Variational Principle.- Derivatives and Epiderivatives of Set-valued Maps.- Optimality Conditions in Set-valued Optimization.- Sensitivity Analysis in Set-valued Optimization and Vector Variational Inequalities.- Numerical Methods for Solving Set-valued Optimization Problems.- Applications.
The first book on the growing subject of set-valued optimization A highly simplified introduction to many complex issues in set-valued and vector optimization Most up-to-date results which were so far only available in research papers Includes supplementary material: sn.pub/extras
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