Mathematics of Nonlinear Programming

Peressini, Anthony L.

ISBN 10: 0387966145 / ISBN 13: 9780387966144

Edité par Springer, 1988

A propos de cet article

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Détails bibliographiques

• Titre: Mathematics of Nonlinear Programming
• Éditeur: Springer
• Date de parution: 1988
• Langue: anglais
• ISBN à 10 chiffres: 0387966145
• ISBN à 13 chiffres: 9780387966144
• Reliure: Couverture rigide
• État de l'article: good

A propos de ce titre

Synopsis

The book is aimed at students who have a working knowledge of linear algebra and partial differentiation but has had no previous exposure to optimization. Mathematics instructors will be comfortable with the mathematical approach which deemphasizes recipes and emphasizes underlying concepts. There are many exercises chosen to highlight the fundamental ideas.

Présentation de l'éditeur

Nonlinear programming provides an excellent opportunity to explore an interesting variety of pure and solidly applicable mathematics, numerical analysis, and computing. This text develops some of the ideas and techniques involved in the optimization methods using calculus, leading to the study of convexity. This is followed by material on basic numerical methods, least squares, the Karush-Kuhn-Tucker theorem, penalty functions, and Lagrange multipliers. The authors have aimed their presentation at the student who has a working knowledge of matrix algebra and advanced calculus, but has had no previous exposure to optimization.