Differentiable Optimization and Equation Solving

Name: Differentiable Optimization and Equation Solving
Brand: Springer-Verlag New York Inc.
SKU: 9781441930613
Price: 553.26 RON
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A Treatise on Algorithmic Science and the Karmarkar Revolution

Autor: John L. Nazareth

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Editura: Springer-Verlag New York Inc.

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An overview of the dramatic reorganization in reaction to N. Karmakar s seminal 1984 paper on algori...

Informații despre carte

Autor

John L. Nazareth

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2011

Pagini

256

EAN

9781441930613

ISBN

1441930612

Enbook ID

01421757

Editura

Springer-Verlag New York Inc.

Greutate

427

Dimensiuni

155 x 235 x 16

Descriere completă

An overview of the dramatic reorganization in reaction to N. Karmakar s seminal 1984 paper on algorithmic linear programming in the area of algorithmic differentiable optimization and equation-solving, or, more simply, algorithmic differentiable programming. Aimed at readers familiar with advanced calculus and numerical analysis.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 computation and complexity theory.§J.L. Nazareth is a Professor in the Department of Pure and Applied Mathematics at Washington State University. He is the author of two books previously published by Springer-Verlag, DLP and Extensions: An Optimization Model and Decision Support System (2001) and The Newton-Cauchy Framework: A Unified Approach to Unconstrained Nonlinear Minimization (1994).

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Differentiable Optimization and Equation Solving

A Treatise on Algorithmic Science and the Karmarkar Revolution

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