Combinatorial, Linear, Integer and Nonlinear Optimization Apps: COLINA Grande (Springer Optimization and Its Applications, Band 175) - Softcover

Buch 170 von 176: Springer Optimization and Its Applications

MacGregor Smith, J.

 
9783030758035: Combinatorial, Linear, Integer and Nonlinear Optimization Apps: COLINA Grande (Springer Optimization and Its Applications, Band 175)
Softcover
ISBN 10: 3030758036 ISBN 13: 9783030758035
Verlag: Springer, 2022

Inhaltsangabe

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 relatedmathematics.

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Über die Autorin bzw. den Autor

Professor Smith has a Ph.D. in Mechanical and Industrial Engineering (MIE) from the University of Illinois, Champaign-Urbana. He is currently a full professor in the MIE Department at the University of Massachusetts, Amherst. His research concerns performance modeling of stochastic and deterministic networks. His experience in teaching optimization laid the foundation for this COLINA Volume.

Von der hinteren Coverseite

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.

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Verlag
Springer
Erscheinungsdatum
2022
Sprache
Englisch
ISBN 10 
3030758036
ISBN 13 
9783030758035
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
284
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

Weitere beliebte Ausgaben desselben Titels

9783030758004: Combinatorial, Linear, Integer and Nonlinear Optimization Apps: COLINA Grande (Springer Optimization and Its Applications, 175, Band 175)

Vorgestellte Ausgabe

ISBN 10:  3030758001 ISBN 13:  9783030758004
Verlag: Springer, 2021
Hardcover