Description: Nonsmooth Optimization: Analysis And Algorithms With Applications To Optimal ControlAuthor(s): Marko M Makela, Pekka Neittaanmaki Format: Paperback Publisher: World Scientific Publishing Co Pte Ltd, Singapore Imprint: World Scientific Publishing Co Pte Ltd ISBN-13: 9789810236908, 978-9810236908 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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Book Title: Nonsmooth Optimization: Analysis And Algorithms With Applicati...
Author: Pekka Neittaanmaki, Marko M Makela
Publication Name: Nonsmooth Optimization: Analysis and Algorithms with Applications to Optimal Control
Format: Paperback
Language: English
Publisher: World Industries Scientific Publishing Co Pte LTD
Subject: Computer Science, Mathematics
Publication Year: 1992
Type: Textbook
Number of Pages: 268 Pages
