Name: Guide to Computational Modelling for Decision Processes: Theory, Algorithms, Techniques and Applications
Price: 54.17 EUR
Availability: InStock
Author: Berry, Stuart ; Lowndes, Val ; Trovati, Marcello
ISBN: 9783319856544

portada Guide to Computational Modelling for Decision Processes: Theory, Algorithms, Techniques and Applications

Guide to Computational Modelling for Decision Processes: Theory, Algorithms, Techniques and Applications

Type

Physical Book

Publisher

Springer

Author

Berry, Stuart ; Lowndes, Val ; Trovati, Marcello

Language

English

Pages

396

Format

Paperback

Dimensions

23.5 x 15.4 x 2.5 cm

Weight

0.79 kg.

ISBN13

9783319856544

Edition No.

Synopsis "Guide to Computational Modelling for Decision Processes: Theory, Algorithms, Techniques and Applications"

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.

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Guide to Computational Modelling for Decision Processes: Theory, Algorithms, Techniques and Applications - Berry, Stuart ; Lowndes, Val ; Trovati, Marcello

Synopsis "Guide to Computational Modelling for Decision Processes: Theory, Algorithms, Techniques and Applications"

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