Numerical Methods for Extreme Responses of Dynamical Systems : Finite Dimensional Models （2024）

Grigoriu, Mircea D.

Springer International Publishing AG（2025/01発売）

• 製本 Hardcover:ハードカバー版／ページ数 312 p.
• 言語 ENG
• 商品コード 9783031750229

Full Description

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.

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.