Nonsmooth Optimization : Analysis and Algorithms With Applications to Optimal Control

Makela, Marko M.; Neittaanmaki, Pekka

ISBN 10: 9810207735 ISBN 13: 9789810207731

Published by World Scientific Publishing Company, 1992

Language: English

Condition: Used - As new Hardcover

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Bibliographic Details

Title

Nonsmooth Optimization : Analysis and Algorithms With Applications to Optimal Control

Publisher

World Scientific Publishing Company

Publication Date

1992

Language

English

ISBN 10

9810207735

ISBN 13

9789810207731

Binding

Hardcover

Condition

As New

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Synopsis

This book is a self-contained elementary study for nonsmooth analysis and optimization, and their use in solution of nonsmooth optimal control problems. The first part of the book is concerned with nonsmooth differential calculus containing necessary tools for nonsmooth optimization. The second part is devoted to the methods of nonsmooth optimization and their development. A proximal bundle method for nonsmooth nonconvex optimization subject to nonsmooth constraints is constructed. In the last part nonsmooth optimization is applied to problems arising from optimal control of systems covered by partial differential equations. Several practical problems, like process control and optimal shape design problems are considered.

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