Differentiable Optimization and Equation Solving: A Treatise on Algorithmic Science and the Karmarkar Revolution (CMS Books in Mathematics) - Hardcover

Nazareth, John L.

 
9780387955728: Differentiable Optimization and Equation Solving: A Treatise on Algorithmic Science and the Karmarkar Revolution (CMS Books in Mathematics)

Inhaltsangabe

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.

"Very fine monograph...filled with great insights."

-Joseph F. Traub, Columbia University

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9781441930613: Differentiable Optimization and Equation Solving: A Treatise on Algorithmic Science and the Karmarkar Revolution (CMS Books in Mathematics)

Vorgestellte Ausgabe

ISBN 10:  1441930612 ISBN 13:  9781441930613
Verlag: Springer, 2011
Softcover