Nonlinear Optimization  - Ruszczynski, Andrzej

Nonlinear Optimization

Andrzej Ruszczynski

Yayınevi: Princeton University Press

Yayın tarihi: 02/2006

ISBN: 9780691119151

Ciltli | İngilizce | 464 Sayfa |

Tür: Matematik-İstatistik

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Optimization is one of the most important areas of modern applied mathematics, with applications in fields from engineering and economics to finance, statistics, management science, and medicine. While many books have addressed its various aspects, "Nonlinear Optimization" is the first comprehensive treatment that will allow graduate students and researchers to understand its modern ideas, principles, and methods within a reasonable time, but without sacrificing mathematical precision. Andrzej Ruszczynski, a leading expert in the optimization of nonlinear stochastic systems, integrates the theory and the methods of nonlinear optimization in a unified, clear, and mathematically rigorous fashion, with detailed and easy-to-follow proofs illustrated by numerous examples and figures. The book covers convex analysis, the theory of optimality conditions, duality theory, and numerical methods for solving unconstrained and constrained optimization problems.

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