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Record Nr. |
UNINA9910360851603321 |
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Autore |
Eiselt Horst A. <1950-> |
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Titolo |
Nonlinear Optimization : Methods and Applications / / by H. A. Eiselt, Carl-Louis Sandblom |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
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ISBN |
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Edizione |
[1st ed. 2019.] |
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Descrizione fisica |
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1 online resource (XII, 366 p. 99 illus., 20 illus. in color.) |
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Collana |
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International Series in Operations Research & Management Science, , 2214-7934 ; ; 282 |
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Disciplina |
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Soggetti |
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Mathematical optimization |
Operations research |
Industrial management |
Management science |
Continuous Optimization |
Operations Research and Decision Theory |
Industrial Management |
Operations Research, Management Science |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Introduction -- Unconstrained Optimization -- Applications of Nonlinear Programming -- Optimality Conditions and Duality Theory -- General Solution Methods for Constrained Optimization -- Methods for Linearly Constrained Problems -- Methods for Nonlinearly Constrained Problems -- Geometric Programming. |
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Sommario/riassunto |
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This book provides a comprehensive introduction to nonlinear programming, featuring a broad range of applications and solution methods in the field of continuous optimization. It begins with a summary of classical results on unconstrained optimization, followed by a wealth of applications from a diverse mix of fields, e.g. location analysis, traffic planning, and water quality management, to name but a few. In turn, the book presents a formal description of optimality conditions, followed by an in-depth discussion of the main solution |
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techniques. Each method is formally described, and then fully solved using a numerical example. |
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