Guide to Computational Modelling for Decision Processes - Theory, Algorithms, Techniques and Applications (Hardcover, 1st ed. 2017)

This interdisciplinary reference and guide provides an introduction to modeling methodologies and models which form the starting point for deriving efficient and effective solution techniques, and presents a series of case studies that demonstrate how heuristic and analytical approaches may be used to solve large and complex problems. Topics and features: introduces the key modeling methods and tools, including heuristic and mathematical programming-based models, and queueing theory and simulation techniques; demonstrates the use of heuristic methods to not only solve complex decision-making problems, but also to derive a simpler solution technique; presents case studies on a broad range of applications that make use of techniques from genetic algorithms and fuzzy logic, tabu search, and queueing theory; reviews examples incorporating system dynamics modeling, cellular automata and agent-based simulations, and the use of big data; supplies expanded descriptions and examples in the appendices.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	Simulation Foundations, Methods and Applications
Release date:	April 2017
First published:	2017
Editors:	Stuart Berry • Val Lowndes • Marcello Trovati
Dimensions:	235 x 155 x 28mm (L x W x T)
Format:	Hardcover
Pages:	396
Edition:	1st ed. 2017
ISBN-13:	978-3-319-55416-7
Categories:	Books > Computing & IT > General theory of computing > Mathematical theory of computation Books > Computing & IT > General theory of computing > Data structures Books > Computing & IT > Computer programming > Algorithms & procedures Books > Computing & IT > Applications of computing > Computer modelling & simulation Books > Business & Economics > Business & management > Management & management techniques > Operational research Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling
LSN:	3-319-55416-6
Barcode:	9783319554167

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