Contents:

Basic Results of Monte Carlo Integration;

Optimal Monte Carlo Method for Multidimensional Integrals of Smooth Functions;

Iterative Monte Carlo Methods for Linear Equations;

Markov Chain Monte Carlo Methods for Eigenvalue Problems;

Monte Carlo Methods for Boundary-Value Problems (BVP);

Superconvergent Monte Carlo for Density Function Simulation by B-Splines;

Solving Non-Linear Equations;

Algorithmic Effciency for Different Computer Models;

Applications for Transport Modeling in Semiconductors and Nanowires