Features papers presented at the 1989 AMS-SIAM Summer Seminar in Applied Mathematics, held at Virginia Polytechnic Institute and State University in Blacksburg, Virginia. This book is suitable for mathematicians, and engineers in a variety of areas, including probabilistic methods, the design of materials, and dynamical systems driven by noise.