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Differentiable Optimization and Equation Solving

A Treatise on Algorithmic Science and the Karmarkar Revolution

Language EnglishEnglish
Book Hardback
Book Differentiable Optimization and Equation Solving L. Nazareth
Libristo code: 01384469
Publishers Springer-Verlag New York Inc., March 2003
In 1984, N. Karmarkar published a seminal paper on algorithmic linear programming. During the subseq... Full description
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In 1984, N. Karmarkar published a seminal paper on algorithmic linear programming. During the subsequent decade, it stimulated a huge outpouring of new algorithmic results by researchers world-wide in many areas of mathematical programming and numerical computation. This book gives an overview of the resulting, dramatic reorganization that has occurred in one of these areas: algorithmic differentiable optimization and equation-solving, or, more simply, algorithmic differentiable programming. The book is aimed at readers familiar with advanced calculus, numerical analysis, in particular numerical linear algebra, the theory and algorithms of linear and nonlinear programming, and the fundamentals of computer science, in particular, computer programming and the basic models of computationand complexity theory."Very fine monograph...filled with great insights."-Joseph F. Traub, Columbia University

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About the book

Full name Differentiable Optimization and Equation Solving
Author L. Nazareth
Language English
Binding Book - Hardback
Date of issue 2003
Number of pages 256
EAN 9780387955728
ISBN 0387955720
Libristo code 01384469
Publishers Springer-Verlag New York Inc.
Weight 590
Dimensions 155 x 235 x 19

Categories

Mathematics & Science > Mathematics > Calculus & mathematical analysis > Differential calculus & equations
Mathematics & Science > Mathematics > Calculus & mathematical analysis > Numerical analysis
Mathematics & Science > Mathematics > Optimization > Game theory
Mathematics & Science > Mathematics > Applied mathematics > Mathematical modelling
Economics, Finance, Business & Management > Business & Management > Management & management techniques
Economics, Finance, Business & Management > Business & Management > Operational research
Technology, Engineering, Agriculture > Technology: general issues > Maths for engineers
Medicine & Nursing > Medicine: general issues
Computing & Information Technology > Computer science
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