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

MacGregor Smith, J.

ISBN 10: 3030758036 ISBN 13: 9783030758035

Editorial: Springer, 2022

Idioma: Ingl�s

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T�tulo

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

Editor

Springer

Fecha de publicaci�n

2022

Idioma

Ingl�s

ISBN 10

3030758036

ISBN 13

9783030758035

Encuadernaci�n

Encuadernaci�n de tapa blanda

Estado

Nuevo

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Sinopsis

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.

Acerca del 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.

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