Simulation Modeling and Arena

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9781118607916: Simulation Modeling and Arena
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Traditionally, there have been two primary types of simulation textbooks: those that emphasize the theoretical (and mostly statistical) aspects of simulation, and those that emphasize the simulation language or package.Simulation Modeling and Arena, Second Edition blends these two aspects of simulation textbooks together while adding and emphasizing the art of model building. This book features coverage of statistical analysis, which is integrated with the modeling to emphasize the importance of both topics. The Second Edition features new topical coverage, including static simulation and spreadsheet simulation; how simulation works and why it matters; and expanded use of Arena, specifically the use of strings in models, the Atribute module, the OnChange block, visual dashboards, and an introduction to 3-D animation concepts. In addition, a running example is presented throghout each chapter to prepare readers to perform a realistic case study based on the IIE/RA contest problem. The new edition also contains expanded topical coverage on: simulation clock within discrete event modeling simulation; statistical modeling concepts with the theoretical basis and equationsneeded to perform the analysis by hand; increased use of Arena Run Controller, modeling non-stationary arrival processes; and the Wait-Signal constructs.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

L'autore:

Manuel D. Rossetti, PhD, is Professor in the Industrial Engineering Department at the University of Arkansas. Dr. Rossetti has published over 85 journal and conference articles. In 2013, he received the Charles and Nadine Baum Teaching Award for the University of Arkansas, the highest teaching honor bestowed at the university. His research interests include the design, analysis, and optimization of logistics, manufacturing, health care, and transportation systems using computer simulation and operations research techniques.

Dalla quarta di copertina:

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, both for performing statistical testing and for fitting distributions. In addition, the models are presented in a clear and precise pseudo-code form, which aids in understanding and model communication.  Simulation Modeling and Arena, Second Edition also features:

  • Updated coverage of necessary statistical modeling concepts such as confidence interval construction, hypothesis testing, and parameter estimation
  • Additional examples of the simulation clock within discrete event simulation modeling involving the mechanics of time advancement by hand simulation
  • A guide to the Arena Run Controller, which features a debugging scenario
  • New homework problems that cover a wider range of engineering applications in transportation, logistics, healthcare, and computer science
  • A related website with an Instructor’s Solutions Manual, PowerPoint® slides, test bank questions, and data sets for each chapter

Simulation Modeling and Arena, Second Edition is an ideal textbook for upper-undergraduate and graduate courses in modeling and simulation within statistics, mathematics, industrial and civil engineering, construction management, business, computer science, and other departments where simulation is practiced. The book is also an excellent reference guide for professionals interested in mathematical modeling, simulation, and Arena.

Manuel D. Rossetti, PhD, is Professor in the Industrial Engineering Department at the University of Arkansas. Dr. Rossetti has published over 85 journal and conference articles.  In 2013, he received the Charles and Nadine Baum Teaching Award for the University of Arkansas, the highest teaching honor bestowed at the university. His research interests include the design, analysis, and optimization of logistics, manufacturing, health care, and transportation systems using computer simulation and operations research techniques.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

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Manuel D. Rossetti (University of Arkansas)
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Descrizione libro John Wiley Sons Inc, United States, 2015. Paperback. Condizione: New. 2nd Revised edition. Language: English . Brand New Book. 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(R), 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. Simulation Modeling and Arena, Second Edition also features: * Updated coverage of necessary statistical modeling concepts such as confidence interval construction, hypothesis testing, and parameter estimation * Additional examples of the simulation clock within discrete event simulation modeling involving the mechanics of time advancement by hand simulation * A guide to the Arena Run Controller, which features a debugging scenario * New homework problems that cover a wider range of engineering applications in transportation, logistics, healthcare, and computer science * A related website with an Instructor s Solutions Manual, PowerPoint(R) slides, test bank questions, and data sets for each chapter Simulation Modeling and Arena, Second Edition is an ideal textbook for upper-undergraduate and graduate courses in modeling and simulation within statistics, mathematics, industrial and civil engineering, construction management, business, computer science, and other departments where simulation is practiced. The book is also an excellent reference for professionals interested in mathematical modeling, simulation, and Arena. Codice articolo AAH9781118607916

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Descrizione libro John Wiley and Sons Ltd, United States, 2015. Paperback. Condizione: New. 2nd Edition. Language: English . Brand New Book. 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 (R), 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. Simulation Modeling and Arena, Second Edition also features: Updated coverage of necessary statistical modeling concepts such as confidence interval construction, hypothesis testing, and parameter estimationAdditional examples of the simulation clock within discrete event simulation modeling involving the mechanics of time advancement by hand simulationA guide to the Arena Run Controller, which features a debugging scenarioNew homework problems that cover a wider range of engineering applications in transportation, logistics, healthcare, and computer scienceA related website with an Instructor s Solutions Manual, PowerPoint (R) slides, test bank questions, and data sets for each chapter Simulation Modeling and Arena, Second Edition is an ideal textbook for upper-undergraduate and graduate courses in modeling and simulation within statistics, mathematics, industrial and civil engineering, construction management, business, computer science, and other departments where simulation is practiced. The book is also an excellent reference for professionals interested in mathematical modeling, simulation, and Arena. Codice articolo AAH9781118607916

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Descrizione libro John Wiley and Sons Ltd, United States, 2015. Paperback. Condizione: New. 2nd Edition. Language: English . This book usually ship within 10-15 business days and we will endeavor to dispatch orders quicker than this where possible. Brand New Book. 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 (R), 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. Simulation Modeling and Arena, Second Edition also features: Updated coverage of necessary statistical modeling concepts such as confidence interval construction, hypothesis testing, and parameter estimationAdditional examples of the simulation clock within discrete event simulation modeling involving the mechanics of time advancement by hand simulationA guide to the Arena Run Controller, which features a debugging scenarioNew homework problems that cover a wider range of engineering applications in transportation, logistics, healthcare, and computer scienceA related website with an Instructor s Solutions Manual, PowerPoint (R) slides, test bank questions, and data sets for each chapter Simulation Modeling and Arena, Second Edition is an ideal textbook for upper-undergraduate and graduate courses in modeling and simulation within statistics, mathematics, industrial and civil engineering, construction management, business, computer science, and other departments where simulation is practiced. The book is also an excellent reference for professionals interested in mathematical modeling, simulation, and Arena. Codice articolo BZV9781118607916

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