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Combinatorial, Linear, Integer and Nonlinear Optimization Apps : COLINA Grande / by J. MacGregor Smith

By: Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Springer Optimization and Its Applications ; 175 | Springer eBook CollectionPublisher: Cham : Springer, 2021Description: 1 Online-Ressource (XXI, 259 p. 214 illus., 191 illus. in color.)ISBN:
  • 9783030758011
Subject(s): Additional physical formats: 9783030758004 | 9783030758028 | 9783030758035 | Erscheint auch als: 9783030758004 Druck-Ausgabe | Erscheint auch als: 9783030758028 Druck-Ausgabe | Erscheint auch als: 9783030758035 Druck-Ausgabe | Erscheint auch als: Combinatorial, linear, integer and nonlinear optimization apps. Druck-Ausgabe Cham : Springer, 2021. xxi, 259 SeitenRVK: RVK: SK 870DOI: DOI: 10.1007/978-3-030-75801-1Online resources: Summary: Introduction -- App Problem Formulation -- Combinatorial Optimization -- Linear Programming -- Integer Programming -- Nonlinear Programming -- AMPL NEOS Link -- Glossary.Summary: 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.PPN: PPN: 177447347XPackage identifier: Produktsigel: ZDB-2-SEB | ZDB-2-SMA | ZDB-2-SXMS
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