Theodore T Allen

(Author)

Introduction to Discrete Event Simulation and Agent-Based Modeling: Voting Systems, Health Care, Military, and Manufacturing (2011)Paperback - 2011, 20 August 2014

Introduction to Discrete Event Simulation and Agent-Based Modeling: Voting Systems, Health Care, Military, and Manufacturing (2011)
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Print Length
215 pages
Language
English
Publisher
Springer
Date Published
20 Aug 2014
ISBN-10
1447157257
ISBN-13
9781447157250

Description

Discrete event simulation and agent-based modeling are increasingly recognized as critical for diagnosing and solving process issues in complex systems. Introduction to Discrete Event Simulation and Agent-based Modeling covers the techniques needed for success in all phases of simulation projects. These include: - Definition - The reader will learn how to plan a project and communicate using a charter. - Input analysis - The reader will discover how to determine defensible sample sizes for all needed data collections. They will also learn how to fit distributions to that data. - Simulation - The reader will understand how simulation controllers work, the Monte Carlo (MC) theory behind them, modern verification and validation, and ways to speed up simulation using variation reduction techniques and other methods. - Output analysis - The reader will be able to establish simultaneous intervals on key responses and apply selection and ranking, design of experiments (DOE), and black box optimization to develop defensible improvement recommendations. - Decision support - Methods to inspire creative alternatives are presented, including lean production. Also, over one hundred solved problems are provided and two full case studies, including one on voting machines that received international attention. Introduction to Discrete Event Simulation and Agent-based Modeling demonstrates how simulation can facilitate improvements on the job and in local communities. It allows readers to competently apply technology considered key in many industries and branches of government. It is suitable for undergraduate and graduate students, as well as researchers and other professionals.

Product Details

Author:
Theodore T Allen
Book Edition:
2011
Book Format:
Paperback
Country of Origin:
NL
Date Published:
20 August 2014
Dimensions:
22.86 x 15.24 x 1.32 cm
Genre:
Science/Technology Aspects
ISBN-10:
1447157257
ISBN-13:
9781447157250
Language:
English
Location:
London
Pages:
215
Publisher:
Weight:
340.19 gm

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