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Combinatorial, Linear, Integer and Nonlinear Optimization Apps = COLINA Grande /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Combinatorial, Linear, Integer and Nonlinear Optimization Apps/ by J. MacGregor Smith.
其他題名:	COLINA Grande /
作者:	MacGregor Smith, J.
面頁冊數:	XXI, 259 p. 214 illus., 191 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Mathematical optimization. -
電子資源:	https://doi.org/10.1007/978-3-030-75801-1
ISBN:	9783030758011

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

Combinatorial, Linear, Integer and Nonlinear Optimization AppsCOLINA Grande /[electronic resource] :by J. MacGregor Smith. - 1st ed. 2021. - XXI, 259 p. 214 illus., 191 illus. in color.online resource. - Springer Optimization and Its Applications,1751931-6836 ;. - Springer Optimization and Its Applications,104.

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.

ISBN: 9783030758011

Standard No.: 10.1007/978-3-030-75801-1doiSubjects--Topical Terms:

527675
Mathematical optimization.

LC Class. No.: QA402.5-402.6

Dewey Class. No.: 519.6

Combinatorial, Linear, Integer and Nonlinear Optimization Apps = COLINA Grande /
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