Lecture Notes in Computational Science and Engineering

Coping with Complexity: Model Reduction and Data Analysis

Editors: Gorban, Alexander N., Roose, Dirk (Eds.)

  • - Highly interdisciplinary and helps to circumvent the “language barriers” between different disciplines.
  • - Gives the reader an view on the state-of-the-art in both theoretical and practical issues in model reduction and data analysis of complex and multiscale mathematical models.
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eBook $149.00
price for USA (gross)
  • ISBN 978-3-642-14941-2
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Hardcover $199.00
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  • ISBN 978-3-642-14940-5
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  • Usually dispatched within 3 to 5 business days.
Softcover $199.00
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  • ISBN 978-3-642-26561-7
  • Free shipping for individuals worldwide
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About this book

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.

Table of contents (17 chapters)

  • Averaging of Fast-Slow Systems

    Slemrod, Marshall

    Pages 1-7

  • The Use of Global Sensitivity Methods for the Analysis, Evaluation and Improvement of Complex Modelling Systems

    Tomlin, Alison S. (et al.)

    Pages 9-36

  • Optimisation and Linear Control of Large Scale Nonlinear Systems: A Review and a Suite of Model Reduction-Based Techniques

    Theodoropoulos, Constantinos

    Pages 37-61

  • Universal Algorithms, Mathematics of Semirings and Parallel Computations

    Litvinov, Grigory L. (et al.)

    Pages 63-89

  • Scaling Invariant Interpolation for Singularly Perturbed Vector Fields (SPVF)

    Bykov, Viatcheslav (et al.)

    Pages 91-111

Buy this book

eBook $149.00
price for USA (gross)
  • ISBN 978-3-642-14941-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $199.00
price for USA
  • ISBN 978-3-642-14940-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $199.00
price for USA
  • ISBN 978-3-642-26561-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Coping with Complexity: Model Reduction and Data Analysis
Editors
  • Alexander N. Gorban
  • Dirk Roose
Series Title
Lecture Notes in Computational Science and Engineering
Series Volume
75
Copyright
2011
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-14941-2
DOI
10.1007/978-3-642-14941-2
Hardcover ISBN
978-3-642-14940-5
Softcover ISBN
978-3-642-26561-7
Series ISSN
1439-7358
Edition Number
1
Number of Pages
XII, 356
Number of Illustrations and Tables
86 b/w illustrations
Topics