Introduction to Optimization and Semidifferential Calculus-DELFOUR-Cambridge University Press-9781611972146

Introduction to Optimization and Semidifferential Calculus-DELFOUR-Cambridge University Press-9781611972146

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This text provides a modern and mathematically rigorous treatment of semidifferential calculus in the context of optimization. Semidifferentials are a natural tool for solving certain problems in non-differentiable optimization. Classical notions in convex analysis are introduced (convexification, duality, linear and quadratic programming, two-person zero-sum games, Lagrange primal and dual problems, semiconvex and semiconcave functions) and the theory is developed to a sophisticated enough level to tackle finite-dimensional versions of problems in the calculus of variations. This text is designed for a one-term course at the undergraduate level in a wide variety of numerate disciplines and includes sufficient background material in calculus and linear algebra to be self-contained. Additional material beyond the scope of a basic undergraduate course is included to further develop the theory. The theoretical content of the text is enriched by numerous examples and exercises, for which solutions are included.
Book
ISBN 9781611972146
PUBLISHER Cambridge University Press
Binding HARDBACK
Edition 2012
Language English

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Tags: Introduction to Optimization and Semidifferential Calculus-DELFOUR-Cambridge University Press-9781611972146