Numerical Methods for Extreme Responses of Dynamical Systems - Finite Dimensional Models

This book constructs input finite dimensional (FD) models that are amendable for numerical calculations and provides accurate representations for responses of dynamical systems to these inputs, i.e., numerical solutions of stochastic equations. It establishes conditions under which numerical solutions of these equations deliver accurate estimates of extreme responses of dynamical systems that are needed to, for example, predict extreme weather events and design reliable aircrafts. It is intended to serve a broad audience including graduate students, researchers, engineers, scientists and applied mathematicians interested in the formulation and solutions of complex stochastic problems.

List of contents

Introduction.-, Primer of probability theory.- , Random vectors and processes.- , Convergence of random elements.- , Extremes of random processes by finite dimensional (FD) models.- , Extremes of solutions of stochastic differential equations by finite dimensional (FD) models.

About the author

Dr. Mircea Dan Grigoriu is a Professor in the School of Civil and Environmental Engineering & Center for Applied Mathematics at Cornell University, Ithaca, NY.

Product details

• Authors: Mircea D Grigoriu, Mircea D. Grigoriu
• Publisher: Springer, Berlin
• Languages: English
• Product format: Hardback
• Released: 01.03.2025
• EAN: 9783031750229
• ISBN: 978-3-0-3175022-9
• No. of pages: 312
• Dimensions: 155 mm x 21 mm x 235 mm
• Weight: 596 g
• Illustrations: X, 312 p. 75 illus., 74 illus. in color.
• Subjects: Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics; Stochastik, Mathematik für Ingenieure, Engineering mathematics, Mathematical and Computational Engineering Applications, Stochastic Processes, stochastic equations, stochastic analysis, Stochastic Systems and Control, Finite dimensional models