Set-valued Optimization
An Introduction with Applications| By: | Akhtar A. Khan; Christiane Tammer; Constantin Zălinescu |
| Publisher: | Springer Nature |
| Print ISBN: | 9783642542640 |
| eText ISBN: | 9783642542657 |
| Edition: | 0 |
| Copyright: | 2015 |
| Format: | Reflowable |
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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.