Basic Concepts in Computational Physics by Benjamin A. Stickler & Ewald Schachinger
Author:Benjamin A. Stickler & Ewald Schachinger
Language: eng
Format: epub, pdf
Publisher: Springer International Publishing, Cham
result after N = 103 experiments for both generators.
14.2 Monte-Carlo Integration
We generalize the ideas formulated above and consider a function f(x) ≥ 0 for where the area of interest is
(14.4)
We denote
(14.5)
and obtain using the above example
(14.6)
where n is the number of random points under the curve indicated schematically in Fig. 14.2. The area A s is given by
(14.7)
and the random numbers r i = (x i , y i ) are uniformly distributed within the intervals x i ∈ [a, b] and . This method is referred to as hit and miss integration [4].
Fig. 14.2Schematic illustration of the Monte-Carlo integration technique
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