Download torrent The Linearization Method for Constrained Optimization
Download torrent The Linearization Method for Constrained Optimization

The Linearization Method for Constrained Optimization by Boris N. Pshenichnyj
The Linearization Method for Constrained Optimization
---------------------------------------------------------------
Author: Boris N. Pshenichnyj
Page Count: 158 pages
Published Date: 14 Oct 2012
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Publication Country: Berlin, Germany
Language: English
ISBN: 9783642634017
File Name: the.linearization.method.for.constrained.optimization.pdf
Download Link: the linearization method for constrained optimization
---------------------------------------------------------------


Techniques of optimization are applied in many problems in economics, automatic control, engineering, etc. and a wealth of literature is devoted to this subject. The first computer applications involved linear programming problems with simp- le structure and comparatively uncomplicated nonlinear pro- blems: These could be solved readily with the computational power of existing machines, more than 20 years ago. Problems of increasing size and nonlinear complexity made it necessa- ry to develop a complete new arsenal of methods for obtai- ning numerical results in a reasonable time. The lineariza- tion method is one of the fruits of this research of the last 20 years. It is closely related to Newton's method for solving systems of linear equations, to penalty function me- thods and to methods of nondifferentiable optimization. It requires the efficient solution of quadratic programming problems and this leads to a connection with conjugate gra- dient methods and variable metrics. This book, written by one of the leading specialists of optimization theory, sets out to provide - for a wide readership including engineers, economists and optimization specialists, from graduate student level on - a brief yet quite complete exposition of this most effective method of solution of optimization problems.

Read online The Linearization Method for Constrained Optimization Buy and read online The Linearization Method for Constrained Optimization Download The Linearization Method for Constrained Optimization for pc, mac, kindle, readers Download to iPad/iPhone/iOS, B&N nook The Linearization Method for Constrained Optimization