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portada The Mathematics of Nonlinear Programming (Undergraduate Texts in Mathematics)
Type
Physical Book
Publisher
Year
2012
Language
English
Pages
292
Format
Paperback
ISBN
146126989x
ISBN13
9781461269892

The Mathematics of Nonlinear Programming (Undergraduate Texts in Mathematics)

Anthony L. Peressini; Francis E. Sullivan; J.j. Jr. Uhl (Author) · Springer · Paperback

The Mathematics of Nonlinear Programming (Undergraduate Texts in Mathematics) - Anthony L. Peressini; Francis E. Sullivan; J.J. Jr. Uhl

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Synopsis "The Mathematics of Nonlinear Programming (Undergraduate Texts in Mathematics)"

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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