Nonsmooth Optimization: Analysis And Algorithms With Applications To Optimal Control
Author:   Marko M Makela (Univ Of Jyvaskyla, Finland) ,  Pekka Neittaanmaki (Univ Of Jyvaskyla, Finland)
Publisher:   World Scientific Publishing Co Pte Ltd
ISBN:  

9789810236908


Pages:   268
Publication Date:   01 May 1992
Format:   Paperback
Availability:   In Print   Availability explained
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Nonsmooth Optimization: Analysis And Algorithms With Applications To Optimal Control


Overview

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.

Full Product Details

Author:   Marko M Makela (Univ Of Jyvaskyla, Finland) ,  Pekka Neittaanmaki (Univ Of Jyvaskyla, Finland)
Publisher:   World Scientific Publishing Co Pte Ltd
Imprint:   World Scientific Publishing Co Pte Ltd
ISBN:  

9789810236908


ISBN 10:   9810236905
Pages:   268
Publication Date:   01 May 1992
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Part 1 Nonsmooth analysis: introduction; convex analysis; nonsmooth differential theory; nonsmooth geometry; nonsmooth optimization theory. Part 2 Nonsmooth optimization: introduction; a survey of bundle methods; proximal bundle method for nonconvex constrained optimization; numerical experiments. Part 3 Nonsmooth optimal control: distributed parameter control problems; optimal shape design; boundary control for Stefan type problems.

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