Stochastic Modeling: Analysis & Simulation
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Specifications
| Publisher | Dover Publications Inc. |
| ISBN 13 | 9780486477701 |
| ISBN 10 | 486477703 |
| Author | Barry L Nelson |
| Book Format | Paperback |
| Language | English |
| Book Description | A coherent introduction to the techniques for modeling dynamic stochastic systems, this volume also offers a guide to the mathematical, numerical, and simulation tools of systems analysis. Suitable for advanced undergraduates and graduate-level industrial engineers and management science majors, it proposes modeling systems in terms of their simulation, regardless of whether simulation is employed for analysis. Beginning with a view of the conditions that permit a mathematical-numerical analysis, the text explores Poisson and renewal processes, Markov chains in discrete and continuous time, semi-Markov processes, and queuing processes. Each chapter opens with an illustrative case study, and comprehensive presentations include formulation of models, determination of parameters, analysis, and interpretation of results. Programming language-independent algorithms appear for all simulation and numerical procedures. |
| About the Author | Barry L. Nelson is Chair of the Department of Industrial Engineering and Management Sciences at Northwestern University. |
| Publication Date | 2010-06-25 |
| Number of Pages | 336 pages |
Stochastic Modeling: Analysis & Simulation
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