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Simulation with Arena provides a comprehensive treatment of simulation using industry-standard Arena software. The text starts by having the reader develop simple high-level models, and then progresses to advanced modeling and analysis. Statistical design and analysis of simulation experiments is integrated with the modeling chapters, reflecting the importance of mathematical modeling of these activities.
An informal, tutorial writing style is used to aid the beginner in fully understanding the ideas and topics presented. The academic version of Arena and example files are available through the book's website.
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Inhaltsverzeichnis
1) What Is Simulation?
2) Fundamental Simulation Concepts
3) A Guided Tour Through Arena
4) Modeling Basic Operations and Inputs
5) Modeling Detailed Operations
6) Statistical Analysis of Output from Terminating Simulations
7) Intermediate Modeling and Steady-State Statistical Analysis
8) Entity Transfer
9) A Sampler of Further Modeling Issues and Techniques
10) Arena Integration and Customization
11) Continuous and Combined Discrete/Continuous Models
12) Further Statistical Issues
13) Conducting Simulation Studies
Appendix A - A Functional Specification for The Washington Post
Appendix B - A Refresher on Probability and Statistics
Appendix C - Arena's Probability Distributions
Appendix D - Academic Software Installation Instructions
References
Index
Über den Autor / die Autorin
W. David Kelton is Professor in the Department of Quantitative Analysis and Operations Management at the University of Cincinnati, where he has also served as MS program director and acting department head.
Randall P. Sadowski is currently enjoying retirement and plans to continue this new career. In his previous life, he was Product Manager for scheduling and data-tracking applications for Rockwell Automation. Prior to that, he was director of university relations, chief applications officer, vice president of consulting services and user education at Systems Modeling Corporation.
