Differentiable Optimization and Equation Solving: A Treatise on Algorithmic Science and the Karmarkar Revolution
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Book Overview
This book gives an overview of the dramatic reorganization that has occurred during the last decade in one area of mathematical programming and numerical computation: algorithmic differentiable optimization and equation-solving, or, more simply, algorithmic differentiable programming. The reader is assumed to be familiar with advanced calculus, numerical analysis, the theory and algorithms of linear and nonlinear programming, and the fundamentals of computer science. Thus, this monograph is intended for researchers in optimization and advanced graduate students. But others will find the ideas to be of interest as well.
Format:Hardcover
Language:English
ISBN:0387955720
ISBN13:9780387955728
Release Date:March 2003
Publisher:Springer
Length:256 Pages
Weight:1.14 lbs.
Dimensions:0.7" x 6.1" x 9.4"
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