Simulation modeling and arena /
Manuel D. Rossetti
- Second edition.
- Hoboken, New Jersey : John Wiley & Son, Inc., c2016
- xxiv, 719 pages : illustrations ; 26 cm.
Includes bibliographical references and index.
Simulation modeling -- Generating randomness in simulation -- Spreadsheet simulation -- Introduction to simulation in ArenaTM -- Basic process modeling -- Modeling randomness in simulation -- Analyzing simulation output -- Modeling queueing and inventory systems -- Entity movement and material handling -- Miscellaneous topics in ArenaTM modeling -- Application of simulation modeling -- Appendix A : Common distributions -- Appendix B : Statistical tables -- Appendix C : Distributions, operators, functions in ArenaTM -- Appendix D : Queueing theory formulas -- Appendix E : Inventory theory formulas -- Appendix F : Useful equations -- Appendix G : ArenaTM panel modules.
Emphasizes a hands-on approach to learning statistical analysis and model building through the use of comprehensive examples, problems sets, and software applications With a unique blend of theory and applications, Simulation Modeling and Arena®, Second Edition integrates coverage of statistical analysis and model building to emphasize the importance of both topics in simulation. Featuring introductory coverage on how simulation works and why it matters, the Second Edition expands coverage on static simulation and the applications of spreadsheets to perform simulation. The new edition also introduces the use of the open source statistical package, R, for both performing statistical testing and fitting distributions. In addition, the models are presented in a clear and precise pseudo-code form, which aids in understanding and model communication.