Coping with Complexity: Model Reduction and Data Analysis

• Author(s): Alexander N. Gorban, Dirk Roose,
• Publisher: Springer Science & Business Media
• Pages: 356
• ISBN_10: 3642149413
  ISBN_13: 9783642149412
  
• Language: en
• Categories: Mathematics / Counting & Numeration , Science / System Theory , Science / Physics / Mathematical & Computational , Science / Chemistry / Industrial & Technical , Mathematics / Numerical Analysis , Mathematics / Probability & Statistics / Stochastic Processes , Language Arts & Disciplines / Library & Information Science / General ,

Description:... 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.