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Mixed Integer Nonlinear Programming (The IMA Volumes in Mathematics and its Applications, 154, Band 154) - Hardcover

Buch 29 von 49: The IMA Volumes in Mathematics and its Applications
 
9781461419266: Mixed Integer Nonlinear Programming (The IMA Volumes in Mathematics and its Applications, 154, Band 154)
Hardcover
ISBN 10: 1461419263 ISBN 13: 9781461419266
Verlag: Springer, 2011

Inhaltsangabe

Many engineering, operations, and scientific applications include a mixture of discrete and continuous decision variables and nonlinear relationships involving the decision variables that have a pronounced effect on the set of feasible and optimal solutions. Mixed-integer nonlinear programming (MINLP) problems combine the numerical difficulties of handling nonlinear functions with the challenge of optimizing in the context of nonconvex functions and discrete variables. MINLP is one of the most flexible modeling paradigms available for optimization; but because its scope is so broad, in the most general cases it is hopelessly intractable. Nonetheless, an expanding body of researchers and practitioners ― including chemical engineers, operations researchers, industrial engineers, mechanical engineers, economists, statisticians, computer scientists, operations managers, and mathematical programmers ― are interested in solving large-scale MINLP instances.

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​Many engineering, operations, and scientific applications include a mixture of discrete and continuous decision variables and nonlinear relationships involving the decision variables that have a pronounced effect on the set of feasible and optimal solutions. Mixed-integer nonlinear programming (MINLP) problems combine the numerical difficulties of handling nonlinear functions with the challenge of optimizing in the context of nonconvex functions and discrete variables. MINLP is one of the most flexible modeling paradigms available for optimization; but because its scope is so broad, in the most general cases it is hopelessly intractable. Nonetheless, an expanding body of researchers and practitioners ― including chemical engineers, operations researchers, industrial engineers, mechanical engineers, economists, statisticians, computer scientists, operations managers, and mathematical programmers ― are interested in solving large-scale MINLP instances.

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Verlag
Springer
Erscheinungsdatum
2011
Sprache
Englisch
ISBN 10 
1461419263
ISBN 13 
9781461419266
Einband
Gebundene Ausgabe
Anzahl der Seiten
712
Herausgeber
Lee Jon, Leyffer Sven
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

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