The Mathematics of Nonlinear Programming

Anthony L. Peressini

ISBN 10: 0387966145 / ISBN 13: 9780387966144

Verlag: Springer New York, Springer US, 1988

Beschreibung

Druck auf Anfrage Neuware - Printed after ordering - 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.

Bestandsnummer des Verkäufers 9780387966144

Bibliografische Details

• Titel: The Mathematics of Nonlinear Programming
• Verlag: Springer New York, Springer US
• Veröffentlichungsdatum: 1988
• Sprache: Englisch
• ISBN-10: 0387966145
• ISBN-13: 9780387966144
• Bindung: Buch
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

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.