Introduction to Monte Carlo methods

摘要: These lectures given to graduate students in high energy physics, provide an introduction Monte Carlo methods. After overview of classical numerical quadrature rules, integration together with variance-reducing techniques is introduced. A short description on the generation pseudo-random numbers and quasi-random given. Finally, methods generate samples according a specified distribution are discussed. Among others, we outline Metropolis algorithm give existing algorithms for phase space final state particles collisions.