Simulation / Sheldon M. Ross, Epstein Department of Industrial and Systems Engineering, University of Southern California.

Author/creator Ross, Sheldon M.
Format Electronic
EditionFifth edition.
Publication InfoAmsterdam : Academic Press, 2013.
Descriptionxii, 310 pages : illustrations ; 24 cm
Supplemental ContentFull text available from eBook - Mathematics 2012
Supplemental ContentFull text available from Knovel, Academic, General Engineering & Project Administration
Supplemental ContentFull text available from Ebook Central - Academic Complete
Subjects

Contents Machine generated contents note: Preface; Introduction; Elements of Probability; Random Numbers; Generating Discrete Random Variables; Generating Continuous Random Variables; The Discrete Event Simulation Approach; Statistical Analysis of Simulated Data; Variance Reduction Techniques; Statistical Validation Techniques; Markov Chain Monte Carlo Methods; Some Additional Topics; Exercises; References; Index.
Abstract "In formulating a stochastic model to describe a real phenomenon, it used to be that one compromised between choosing a model that is a realistic replica of the actual situation and choosing one whose mathematical analysis is tractable. That is, there did not seem to be any payoff in choosing a model that faithfully conformed to the phenomenon under study if it were not possible to mathematically analyze that model. Similar considerations have led to the concentration on asymptotic or steady-state results as opposed to the more useful ones on transient time. However, the relatively recent advent of fast and inexpensive computational power has opened up another approach--namely, to try to model the phenomenon as faithfully as possible and then to rely on a simulation study to analyze it"-- Provided by publisher.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2012027466
ISBN9780124158252 (hardback)

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