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Stochastic Modeling: Analysis & Simulation: Dover Books on Mathematics

Autor Barry L. Nelson
en Limba Engleză Paperback – 30 apr 2010
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 languageindependent algorithms appear for all simulation and numerical procedures. Solutions to the exercises are available upon request from the publisher at editors@doverpublications.com."
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Specificații

ISBN-13: 9780486477701
ISBN-10: 0486477703
Pagini: 321
Dimensiuni: 155 x 231 x 20 mm
Greutate: 0.43 kg
Editura: Dover Publications
Seria Dover Books on Mathematics


Notă biografică

Barry L. Nelson is Chair of the Department of Industrial Engineering and Management Sciences at Northwestern University.