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| Online-Ressource |
Verfasst von: | MacGregor Smith, J. [VerfasserIn] |
Titel: | Combinatorial, Linear, Integer and Nonlinear Optimization Apps |
Titelzusatz: | COLINA Grande |
Verf.angabe: | by J. MacGregor Smith |
Verlagsort: | Cham |
Verlag: | Springer |
Jahr: | 2021 |
Umfang: | 1 Online-Ressource (XXI, 259 p. 214 illus., 191 illus. in color.) |
Gesamttitel/Reihe: | Springer Optimization and Its Applications ; 175 |
| Springer eBook Collection |
ISBN: | 978-3-030-75801-1 |
Abstract: | Introduction -- App Problem Formulation -- Combinatorial Optimization -- Linear Programming -- Integer Programming -- Nonlinear Programming -- AMPL NEOS Link -- Glossary. |
| This textbook provides an introduction to the use and understanding of optimization and modeling for upper-level undergraduate students in engineering and mathematics. The formulation of optimization problems is founded through concepts and techniques from operations research: Combinatorial Optimization, Linear Programming, and Integer and Nonlinear Programming (COLIN). Computer Science (CS) is also relevant and important given the applications of algorithms and Apps/algorithms (A) in solving optimization problems. Each chapter provides an overview of the main concepts of optimization according to COLINA, providing examples through App Inventor and AMPL software applications. All apps developed through the text are available for download. Additionally, the text includes links to the University of Wisconsin NEOS server, designed to handle more computing-intensive problems in complex optimization. Readers are encouraged to have some background in calculus, linear algebra, and related mathematics. |
DOI: | doi:10.1007/978-3-030-75801-1 |
URL: | Resolving-System: https://doi.org/10.1007/978-3-030-75801-1 |
| Cover: https://swbplus.bsz-bw.de/bsz177447347xcov.jpg |
| DOI: https://doi.org/10.1007/978-3-030-75801-1 |
Schlagwörter: | (s)Kombinatorische Optimierung / (s)Lineare Optimierung / (s)Ganzzahlige Optimierung / (s)Nichtlineare Optimierung |
Datenträger: | Online-Ressource |
Sprache: | eng |
Bibliogr. Hinweis: | Erscheint auch als : Druck-Ausgabe |
| Erscheint auch als : Druck-Ausgabe |
| Erscheint auch als : Druck-Ausgabe |
| Erscheint auch als : Druck-Ausgabe: Smith, James MacGregor: Combinatorial, linear, integer and nonlinear optimization apps. - Cham : Springer, 2021. - xxi, 259 Seiten |
RVK-Notation: | SK 870 |
K10plus-PPN: | 177447347X |
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Lokale URL UB: | Zum Volltext |
978-3-030-75801-1
Combinatorial, Linear, Integer and Nonlinear Optimization Apps / MacGregor Smith, J. [VerfasserIn]; 2021 (Online-Ressource)
68791439