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portada Stochastic Modeling: Analysis & Simulation (Dover Books on Mathematics)
Type
Physical Book
Topic
probability & statistics - general; applied
Year
2010
Language
English
Pages
336
Format
Paperback
Dimensions
23.1 x 15.5 x 2.0 cm
Weight
0.43 kg.
ISBN
0486477703
ISBN13
9780486477701

Stochastic Modeling: Analysis & Simulation (Dover Books on Mathematics)

Barry L. Nelson (Author) · Dover Publications · Paperback

Stochastic Modeling: Analysis & Simulation (Dover Books on Mathematics) - Nelson, Barry L.

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Origin: U.S.A. (Import costs included in the price)
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Synopsis "Stochastic Modeling: Analysis & Simulation (Dover Books on Mathematics)"

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.

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