Sampling-based computational methods have become a fundamental part of the numerical toolset of practitioners and researchers across an enormous number of diffe

Coherent introduction to techniques also offers a guide to the mathematical, numerical, and simulation tools of systems analysis. Includes formulation of models

In various scientific and industrial fields, stochastic simulations are taking on a new importance. This is due to the increasing power of computers and practit

This graduate-level text covers modeling, programming and analysis of simulation experiments and provides a rigorous treatment of the foundations of simulation

This book explains the state-of-the-art algorithms used to simulate biological dynamics. Each technique is theoretically introduced and applied to a set of mode