The Mathematics of Nonlinear Programming (Undergraduate Texts in Mathematics) - Softcover

Peressini, Anthony L. L.; Sullivan, Francis E.; Uhl, J.J. Jr.

 
9781461269892: The Mathematics of Nonlinear Programming (Undergraduate Texts in Mathematics)
Softcover
ISBN 10: 146126989X ISBN 13: 9781461269892
Verlag: Springer, 2012

Inhaltsangabe

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.

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Reseña del editor

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.

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Verlag
Springer
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
146126989X
ISBN 13 
9781461269892
Einband
Tapa blanda
Anzahl der Seiten
292
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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