Nonlinear Programming

Nonlinear Programming
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Nonlinear Programming Description

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This extensive rigorous textbooks, developed by teaching at MIT, focuses on the varieties and other non-linear optimization: iterative algorithms for finite and infinite optimization, Lagrange multipliers and duality, troubles big, and the interface between discrete and continuous optimization. Among its features the book: to offer 1) comprehensive coverage of iterative optimization methods within a unifying framework 2) gives a detailed treatment of interior point methods for linear programming 3) covers the theory of duality conclusion both variational difficulties and geometric / Point of convex analysis of view 4) consists of much new material for a number of problems such as training neural networks, discrete-time optimal control for big-scale optimization 5 ) consists of a lot of examples and exercises detailed solutions to several of them are posted on the Net a lot more support supplies accessible at http:// book’s internet site www.athenasc.com/ Nonlinear Programming

\n\nNonlinear Programming Ebook

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