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:  

9789810207731


Pages:   268
Publication Date:   01 May 1992
Format:   Hardback
Availability:   Out of stock   Availability explained
The supplier is temporarily out of stock of this item. It will be ordered for you on backorder and shipped when it becomes available.

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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:  

9789810207731


ISBN 10:   9810207735
Pages:   268
Publication Date:   01 May 1992
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Out of stock   Availability explained
The supplier is temporarily out of stock of this item. It will be ordered for you on backorder and shipped when it becomes available.

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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