Guide to Computational Modelling for Decision Processes

£44.99

Guide to Computational Modelling for Decision Processes

Theory, Algorithms, Techniques and Applications

Management decision making Operational research Probability and statistics Applied mathematics Algorithms and data structures Maths for computer scientists Computer modelling and simulation

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Collection: Simulation Foundations, Methods and Applications

Language: English

Published by: Springer

Published on: 13th April 2017

Format: LCP-protected ePub

Size: 5 Mb

ISBN: 9783319554174


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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