Interior point techniques in optimization

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Covers the implications of interior techniques for the field of mathematical programming. This book provides theoretical as well as computational results, explains the intuition behind the main ideas, gives examples as well as proofs, and contains a bibliography.



Operations research and mathematical programming would not be as advanced today without the many advances in interior point methods during the last decade. These methods can now solve very efficiently and robustly large scale linear, nonlinear and combinatorial optimization problems that arise in various practical applications. The main ideas underlying interior point methods have influenced virtually all areas of mathematical programming including: analyzing and solving linear and nonlinear programming problems, sensitivity analysis, complexity analysis, the analysis of Newton's method, decomposition methods, polynomial approximation for combinatorial problems etc. This book covers the implications of interior techniques for the entire field of mathematical programming, bringing together many results in a uniform and coherent way. For the topics mentioned above the book provides theoretical as well as computational results, explains the intuition behind the main ideas, gives examples as well as proofs, and contains an extensive up-to-date bibliography.
Audience: The book is intended for students, researchers and practitioners with a background in operations research, mathematics, mathematical programming, or statistics.

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Taal: en

Bindwijze: Hardcover

Oorspronkelijke releasedatum: 31 januari 1997

Aantal pagina's: 280

Illustraties: Nee

Hoofdauteur: B. Jansen

Tweede Auteur: B. Jansen

Hoofduitgeverij: Springer

Editie: 1997 ed.

Extra groot lettertype: Nee

Product breedte: 156 mm

Product lengte: 234 mm

Studieboek: Nee

Verpakking breedte: 156 mm

Verpakking hoogte: 234 mm

Verpakking lengte: 234 mm

Verpakkingsgewicht: 1320 g

EAN: 9780792344308

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