Coping with Complexity: Model Reduction and Data Analysis

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Gorban, Alexander N. (Επιμελητής έκδοσης), Roose, Dirk (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
• Σειρά: Lecture Notes in Computational Science and Engineering, 75
• Θέματα: Mathematics.; Chemical engineering.; System theory.; Computer mathematics.; Physics.; Computational Mathematics and Numerical Analysis.; Systems Theory, Control.; Theoretical, Mathematical and Computational Physics.; Industrial Chemistry/Chemical Engineering.
• Φυσική περιγραφή: XII, 356 p. 86 illus. online resource.
• ISBN: 9783642149412
• ISSN: 1439-7358 ;

This volume contains the extended version of selected talks given at the international research workshop "Coping with Complexity: Model Reduction and Data Analysis", Ambleside, UK, August 31 – September 4, 2009. The book is deliberately broad in scope and aims at promoting new ideas and methodological perspectives. The topics of the chapters range from theoretical analysis of complex and multiscale mathematical models to applications in e.g., fluid dynamics and chemical kinetics.