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Interior-Point Polynomial Algorithms in Convex Programming (Siam Studies in Applied Mathematics) - Hardcover

 
9780898713190: Interior-Point Polynomial Algorithms in Convex Programming (Siam Studies in Applied Mathematics)

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Written for specialists working in optimization, mathematical programming, or control theory. The general theory of path-following and potential reduction interior point polynomial time methods, interior point methods, interior point methods for linear and quadratic programming, polynomial time methods for nonlinear convex programming, efficient computation methods for control problems and variational inequalities, and acceleration of path-following methods are covered. In this book, the authors describe the first unified theory of polynomial-time interior-point methods. Their approach provides a simple and elegant framework in which all known polynomial-time interior-point methods can be explained and analyzed; this approach yields polynomial-time interior-point methods for a wide variety of problems beyond the traditional linear and quadratic programs.

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Synopsis

Written for specialists working in optimization, mathematical programming, or control theory. The general theory of path-following and potential reduction interior point polynomial time methods, interior point methods for linear and quadratic programming, polynomial time methods for nonlinear convex programming, efficient computation methods for co

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9780898715156: Interior Point Polynomial Algorithms in Convex Programming: Series Number 13 (Studies in Applied and Numerical Mathematics, Series Number 13)

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ISBN 10:  0898715156 ISBN 13:  9780898715156
Publisher: Society for Industrial and Appli..., 1987
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Nesterov, Iu E.; Nesterov, Yirii
ISBN 10: 0898713196 ISBN 13: 9780898713190
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Nesterov, Yurii,Nemirovskii, Arkadii,Nesterov, Iu. E.
ISBN 10: 0898713196 ISBN 13: 9780898713190
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