Random Number Generation
A frequent problem in statistical simulations (the Monte Carlo method) is the generation of pseudo-random numbers that are distributed in a given way. Most algorithms are based on a pseudorandom number generator that produces numbers X that are uniformly distributed in the interval [0,1). These random variates X are then transformed via some algorithm to create a new random variate having the required probability distribution.
Read more about this topic: Probability Distribution
Famous quotes containing the words random, number and/or generation:
“Novels as dull as dishwater, with the grease of random sentiments floating on top.”
—Italo Calvino (1923–1985)
“Can a woman become a genius of the first class? Nobody can know unless women in general shall have equal opportunity with men in education, in vocational choice, and in social welcome of their best intellectual work for a number of generations.”
—Anna Garlin Spencer (1851–1931)
“What makes this Generation of Vermin so very Prolifick, is the indefatigable Diligence with which they apply themselves to their Business. A Man does not undergo more watchings and fatigues in a Campaign, than in the Course of a vicious Amour. As it is said of some Men, that they make their Business their Pleasure, these Sons of Darkness may be said to make their Pleasure their Business. They might conquer their corrupt Inclinations with half the Pains they are at in gratifying them.”
—Joseph Addison (1672–1719)