Nonlinear Programming (BOK)

Robert O'Malley, Olvi L. Mangasarian

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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.

Produktfakta

Språk Engelsk Engelsk Innbinding Heftet
Utgitt 1987 Forfatter Olvi L. Mangasarian, Robert O'Malley
Forlag
CAMBRIDGE UNIVERSITY PRESS
ISBN 9780898713411
Antall sider 236 Dimensjoner 15,2cm x 22,8cm x 1,1cm
Vekt 301 gram Leverandør Bertram Trading Ltd
Emner og form Computer programming / software development, Applied mathematics, Probability & statistics