Olvi L. Mangasarian Nonlinear Programming.

ISBN 13: 9780070398856

Nonlinear Programming.

 
9780070398856: Nonlinear Programming.
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This reprint of the 1969 book of the same name is a concise, rigorous, yet accessible, account of the fundamentals of constrained optimization theory. Many problems arising in diverse fields such as machine learning, medicine, chemical engineering, structural design, and airline scheduling can be reduced to a constrained optimization problem. This book provides readers with the fundamentals needed to study and solve such problems. Beginning with a chapter on linear inequalities and theorems of the alternative, basics of convex sets and separation theorems are then derived based on these theorems. This is followed by a chapter on convex functions that includes theorems of the alternative for such functions. These results are used in obtaining the saddlepoint optimality conditions of nonlinear programming without differentiability assumptions.

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Book Description:

A concise, rigorous, yet accessible, account of the fundamentals of constrained optimization theory. Many problems arising in diverse fields such as machine learning, medicine, chemical engineering, structural design, and scheduling can be reduced to a constrained optimization problem. Provides readers with the fundamentals needed to study and solve such problems.

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9780898713411: Nonlinear Programming (Classics in Applied Mathematics)

Featured Edition

ISBN 10:  0898713412 ISBN 13:  9780898713411
Publisher: Society for Industrial and Appli..., 1987
Softcover

9780882759197: Nonlinear Programming

Kriege..., 1979
Hardcover

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