Random Number Generation And Monte Carlo Methods eBook

Surveys techniques of random number generation and the use of random numbers in Monte Carlo simulation. This book covers basic principles, as well as various methods such as parallel random number generation, nonlinear congruential generators, quasi Monte Carlo methods, and Markov chain Monte Carlo.