Items related to Nonlinear Programming

Nonlinear Programming ISBN 13: 9780882759197

Nonlinear Programming - Hardcover

 
9780882759197: 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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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.

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Other Popular Editions of the Same Title

9780070398856: Nonlinear Programming

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ISBN 10:  0070398852 ISBN 13:  9780070398856
Publisher: McGraw-Hill Inc.,US, 1969
Hardcover

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