Monte Carlo Methods Utilizing Mathematica® : Applications in Inverse Transform and Acceptance-Rejection Sampling
2023 ed.
Book Details
Format
Paperback / softback
Book Series
Synthesis Lectures on Mathematics & Statistics
ISBN-10
3031232968
ISBN-13
9783031232961
Edition
2023 ed.
Publisher
Springer International Publishing AG
Imprint
Springer International Publishing AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Feb 26th, 2024
Print length
149 Pages
Weight
292 grams
Dimensions
24.00 x 16.90 x 1.20 cms
KSh 6,300.00
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This book provides practical demonstrations of how to carry out definite integrals with Monte Carlo methods using Mathematica. Random variates are sampled by the inverse transform method and the acceptance-rejection method using uniform, linear, Gaussian, and exponential probability distribution functions.
This book provides practical demonstrations of how to carry out definite integrals with Monte Carlo methods using Mathematica. Random variates are sampled by the inverse transform method and the acceptance-rejection method using uniform, linear, Gaussian, and exponential probability distribution functions. A chapter on the application of the Variational Quantum Monte Carlo method to a simple harmonic oscillator is included. These topics are all essential for students of mathematics and physics. The author includes thorough background on each topic covered within the book in order to help readers understand the subject. The book also contains many examples to show how the methods can be applied.
Get Monte Carlo Methods Utilizing Mathematica® by Sujaul Chowdhury at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer International Publishing AG and it has 149 pages.
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