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Theory, Application, And Implementation Of Monte Carlo Method In Science And Technology

Theory, Application, And Implementation Of Monte Carlo Method In Science And Technology

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Product Details
Author:
Pooneh Saidi Bidokhti, Pooneh Saidi Bidokhti
Publisher:
Intechopen
Publication Date:
Dec 18, 2019
Number of pages:
189 pages
Language:
English
Binding:
Hardcover
ISBN-10:
1789855454
ISBN-13:
9781789855456

Overview

The Monte Carlo method is a numerical technique to model the probability of all possible outcomes in a process that cannot easily be predicted due to the interference of random variables. It is a technique used to understand the impact of risk, uncertainty, and ambiguity in forecasting models. However, this technique is complicated by the amount of computer time required to achieve sufficient precision in the simulations and evaluate their accuracy. This book discusses the general principles of the Monte Carlo method with an emphasis on techniques to decrease simulation time and increase accuracy.


  • | Author: Pooneh Saidi Bidokhti, Pooneh Saidi Bidokhti
  • | Publisher: Intechopen
  • | Publication Date: Dec 18, 2019
  • | Number of Pages: 189 pages
  • | Language: English
  • | Binding: Hardcover
  • | ISBN-10: 1789855454
  • | ISBN-13: 9781789855456

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