Contents

Preface

1 Introduction to Monte Carlo Methods
2 Some Probability Distributions and Their Uses
3 Markov Chain Monte Carlo
4 Optimization by Monte Carlo Methods
5 Random Walks

A Generating Uniform Random Numbers
B Perron–Frobenius Theorem
C Projects

References
List of Notation
Index