Combinatorial, Linear, Integer and Nonlinear Optimization Apps: COLINA Grande

Combinatorial, Linear, Integer and Nonlinear Optimization Apps: COLINA Grande (Springer Optimization and Its Applications Book 175)
Part of: Springer Optimization and Its Applications (161 Books) | Author: J. MacGregor Smith
Publisher Finelybook 出版社:Springer; 1st ed. 2021 edition (October 18, 2021)
Language 语言:English
pages 页数:280 pages
ISBN-10 书号:3030758001
ISBN-13 书号:9783030758004

Book Description
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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