A Primer for the Monte Carlo Method
Autor Ilya M. Sobolen Limba Engleză Hardback – 29 aug 2017
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Specificații
ISBN-13: 9781138469556
ISBN-10: 1138469556
Pagini: 126
Dimensiuni: 138 x 216 x 10 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
ISBN-10: 1138469556
Pagini: 126
Dimensiuni: 138 x 216 x 10 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Public țintă
UndergraduateCuprins
Introduction: General Idea of the Method. Simulating Random Variables: Random Variables. Generating Random Variables on a Computer. Transformations of Random Variables. Examples of the Application of the Monte Carlo Method: Simulation of a Mass-Servicing System. Calculating the Quality and Reliability of Devices. Computation of Neutron Transmission through a Plate. An Astrophysical Problem. Evaluating a Definite Integral. Additional Information: On Pseudorandom Numbers. On Methods for Generating Random Variables. On Monte Carlo Algorithms. References. Index
Recenzii
"...Useful and thought-provoking...readily accessible to researchers in a wide variety of fields."
~Bruce Jay Collings, Brigham Young University, Journal of the American Statistical Association
~Bruce Jay Collings, Brigham Young University, Journal of the American Statistical Association
Descriere
The Monte Carlo method is a numerical method of solving mathematical problems through random sampling. This work demonstrates how practical problems in science, industry, and trade can be solved using this method. It presents various examples of its application, including queueing, quality and reliability estimations and neutron transport.