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Simulation: The Practice of Model Development and Use

Simulation: The Practice of Model Development and Use


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About the Book

Guiding you through the key stages of a simulation project, this textbook provides a comprehensive introduction to the discipline.

The book shows you how to develop conceptual models, perform simulation experiments, analyse the results and draw insightful conclusions. It takes a non-software specific view and can be used regardless of individual software preferences. Almost all of the techniques described also apply to the use of non-specialist simulation software, such as programming languages and spreadsheets. This edition also details advancements such as hybrid simulation, multiple recursive random number generators and digital twins. A new chapter has also been added on single-use systems, which solidifies the text’s holistic approach to simulation studies.

Critical engagement is encouraged through the inclusion of practical case studies and complementary online resources. Each simulation model is accompanied by illustrative examples, comparative discussions and references to promote deeper understanding of each depicted model. Every chapter is bookended by key concept definitions and summaries.

Packed full of practical tips that can be immediately employed in any model development cycle - regardless of your knowledge level - Simulation is an ideal textbook for students studying simulation on upper level undergraduate and postgraduate degree courses in Business and Management, Operations Management, Logistics and Supply Chain Management, Computer Science, Engineering, Mathematics and Statistics. The text is also an invaluable resource for practitioners, such as business analysts.



Table of Contents:

1. Defining simulation: what, why and when?
2. Inside simulation software
3. Software for simulation
4. Simulation studies: an overview
5. Conceptual modelling
6. Developing the conceptual model
7. Data collection and analysis
8. Model coding
9. Experimentation: obtaining accurate results
10. Experimentation: searching the solution space
11. Implementation
12. Verification, validation and confidence
13. The practice of simulation



About the Author :
Stewart Robinson is Dean of Newcastle University Business School, UK.

Review :
I recommend the book to my students, as it helps build good understanding of how simulation studies are applied in practice. The book is supported by good illustrative examples, case studies, as well as self-assessment questions. It is a very good book. Text wise, substantially easy to follow by students, and full of practical tips that can be immediately employed in any model development cycle, even by students with no prior exposure to simulation techniques.

“I believe the book provides the reader with a thorough introduction to the field of (discrete event) simulation. The book is authored by a true authority in simulation. It succeeds in providing the reader with an end-to-end understanding of the multitude of activities constituting a simulation project from before its begun until implementing the findings.
I think the book makes an important contribution to the literature and I will welcome a third edition.”

“It’s the best book of its type that exists right now.” “An excellent book about simulation modelling.”


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Product Details
  • ISBN-13: 9781350445222
  • Publisher: Bloomsbury Publishing PLC
  • Publisher Imprint: Bloomsbury Academic
  • Height: 234 mm
  • No of Pages: 432
  • Width: 156 mm
  • ISBN-10: 1350445223
  • Publisher Date: 11 Dec 2025
  • Binding: Paperback
  • Language: English
  • Sub Title: The Practice of Model Development and Use


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