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9781489989819: Foundations and Methods of Stochastic Simulation: A First Course: 187

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This book covers modeling, programming and analysis of simulation experiments and offers a rigorous treatment of the foundations of simulation and why it works. Emphasizes lasting principles, includes end of chapter exercises and an online manual of solutions.

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Informazioni sull?autore

Barry L. Nelson currently serves as the Chair of the Department of Industrial Engineering and Management Sciences at Northwestern, as well as past Editor in Chief of Naval Research Logistics. He has also received an award for the Charles Deering McCormick Professor of Teaching Excellence. Barry Nelson's research is involved with the design and analysis of computer simulation experiments on models of stochastic systems, focusing particularly on issues related to statistical efficiency of simulation experiments. His research includes modeling and analysis of networks of nonstationary queues. The applications of this include computer-performance modeling, manufacturing systems, financial engineering and transportation.

Dalla quarta di copertina

This graduate-level text covers modeling, programming and analysis of simulation experiments and provides a rigorous treatment of the foundations of simulation and why it works. It introduces object-oriented programming for simulation, covers both the probabilistic and statistical basis for simulation in a rigorous but accessible manner (providing all necessary background material), and provides a modern treatment of experiment design and analysis that goes beyond classical statistics. The book emphasizes essential foundations throughout, rather than providing a compendium of algorithms and theorems, and prepares the reader to use simulation in research as well as practice.

The book is a rigorous but concise treatment, emphasizing lasting principles, but also providing specific training in modeling, programming and analysis. In addition to teaching readers how to do simulation, it also prepares them to use simulation in their research; no other book does this.

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  • EditoreSpringer
  • Data di pubblicazione2015
  • ISBN 10 1489989811
  • ISBN 13 9781489989819
  • RilegaturaCopertina flessibile
  • LinguaInglese
  • Numero di pagine292
  • Contatto del produttorenon disponibile

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9781461461593: Foundations and Methods of Stochastic Simulation: A First Course: 187

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ISBN 10:  1461461596 ISBN 13:  9781461461593
Casa editrice: Springer Nature, 2013
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Nelson, Barry (Author)
Editore: Springer, 2015
ISBN 10: 1489989811 ISBN 13: 9781489989819
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