Details

Autor(en) / Beteiligte

• Nazareth, John Lawrence

Titel

Differentiable Optimization and Equation Solving : A Treatise on Algorithmic Science and the Karmarkar Revolution [Elektronische Ressource]

Ist Teil von

• CMS Books in Mathematics

Ort / Verlag

New York, NY : Springer New York

Erscheinungsjahr

2003

Link zum Volltext

• Volltext

Link zu anderen Inhalten

• Volltext

Beschreibungen/Notizen

• 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