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Simulation Techniques for Discrete Event Systems

Autor I. Mitrani
en Limba Engleză Paperback – 15 mar 2009
To perform computer simulation successfully, two rather different sets of skills are required. One of these relates to programming: a simulation program should do what its author intends and do it efficiently. The other is concerned with the collection and analysis of data: statistical tools have to be used in order to obtain with a minimum of effort, accurate and reliable estimates for the desired performance measures. Dr Mitrani covers both of these aspects of the simulation method. The important topics of point and interval estimation, simulation efficiency and the analysis of simulation experiments are discussed in detail. This book, first published in 1982, will be useful to both undergraduate and postgraduate students taking courses on simulation in departments of computer science, operations research and statistics in universities and polytechnics. It will be of benefit also to practitioners in the field.
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Specificații

ISBN-13: 9780521282826
ISBN-10: 0521282829
Pagini: 196
Ilustrații: 1
Dimensiuni: 152 x 229 x 11 mm
Greutate: 0.29 kg
Editura: Cambridge University Press
Locul publicării:Cambridge, United Kingdom

Cuprins

Preface; 1. Introduction to the simulation method; 2. Construction of simulation programs; 3. Simulation examples; 4. Pseudo-random number sequences; 5. Collection and analysis of simulation data; 6. Variance reduction methods; 7. Design and analysis of simulation experiments; Appendix 1. A SIMULA primer; Appendix 2. A probability theory primer; Tables; References; Index.

Descriere

Dr Mitrani covers both the aspects of programming and data collection of the simulation method.