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Differentiable Optimization and Equation Solving - A Treatise on Algorithmic Science and the Karmarkar Revolution (Paperback, Softcover reprint of the original 1st ed. 2003)
Loot Price: R2,783
Discovery Miles 27 830
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Differentiable Optimization and Equation Solving - A Treatise on Algorithmic Science and the Karmarkar Revolution (Paperback, Softcover reprint of the original 1st ed. 2003)
Series: CMS Books in Mathematics
Expected to ship within 10 - 15 working days
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Total price: R2,803
Discovery Miles: 28 030
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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 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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