Random Differential Equations in Scientific Computing
Author | : Tobias Neckel |
Publisher | : Walter de Gruyter |
Total Pages | : 650 |
Release | : 2013-12-17 |
ISBN-10 | : 9788376560267 |
ISBN-13 | : 8376560263 |
Rating | : 4/5 (67 Downloads) |
Book excerpt: This book is a holistic and self-contained treatment of the analysis and numerics of random differential equations from a problem-centred point of view. An interdisciplinary approach is applied by considering state-of-the-art concepts of both dynamical systems and scientific computing. The red line pervading this book is the two-fold reduction of a random partial differential equation disturbed by some external force as present in many important applications in science and engineering. First, the random partial differential equation is reduced to a set of random ordinary differential equations in the spirit of the method of lines. These are then further reduced to a family of (deterministic) ordinary differential equations. The monograph will be of benefit, not only to mathematicians, but can also be used for interdisciplinary courses in informatics and engineering.