Mathematical Modelling

• Main Authors: Heiliö, Matti (Author), Lähivaara, Timo (Author), Laitinen, Erkki (Author), Mantere, Timo (Author), Merikoski, Jorma (Author), Pohjolainen, Seppo (Editor), Raivio, Kimmo (Author), Silvennoinen, Risto (Author), Suutala, Antti (Author), Tarvainen, Tanja (Author), Tiihonen, Timo (Author), Tuomela, Jukka (Author), Turunen, Esko (Author), Vauhkonen, Marko (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Subjects: Mathematics.; Computer simulation.; Computer mathematics.; Mathematical models.; Applied mathematics.; Engineering mathematics.; Mathematical Modeling and Industrial Mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Computational Science and Engineering.; Simulation and Modeling.

This book provides a thorough introduction to the challenge of applying mathematics in real-world scenarios. Modelling tasks rarely involve well-defined categories, and they often require multidisciplinary input from mathematics, physics, computer sciences, or engineering. In keeping with this spiri...

Table of Contents:

• 1 Introduction by S. Pohjolainen and M. Heiliö
• 2 Models and Applications by M. Heiliö
• 3 Viewpoints on Systems and Models by E. Laitinen
• 4 Integer Models by R. Silvennoinen and J. Merikoski
• 5 Data Based Models by J. Merikoski et al
• 6 Soft Computing Methods by E. Turunen et al
• 7 Dimensional Analysis by T. Tiihonen
• 8 Modelling With Differential Equations by J. Tuomela
• 9 Continuum Models by T. Tiihonen
• 10 Simplification of Models by T. Tiihonen
• 11 Acoustic Modelling by S. Pohjolainen and A. Suutala
• 12 Inverse Problems by M. Vauhkonen et al
• 13 Project Titles by M. Heiliö.