Title: Monte Carlo Methods Utilizing Mathematica(R) : Applications in Inverse Transform and Acceptance-Rejection Sampling
Publisher: Springer Nature B.V. Feb 2023
Publication Date: 2023
Language: English
ISBN 10: 303123295X
ISBN 13: 9783031232954
Binding: Taschenbuch
Condition: Neu
Dimensions: 245 millimeters width by 170 millimeters height by 11 millimeters depth
Weight: 290 grams

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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. 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.

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