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Nonsmooth Optimization
Paperback
General MathematicsProbability & Statistics
ISBN13: 9789810236908
Publisher: World Scientific Publishing Company
Published: May 11 1992
Pages: 268
Weight: 0.80
Height: 0.56 Width: 6.00 Depth: 9.00
Language: English
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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