Algorithms for Approximation
Proceedings of the 5th International Conference, Chester, July 2005
(Sprache: Englisch)
Approximation methods are vital in many challenging applications of computational science and engineering.
This is a collection of papers from world experts in a broad variety of relevant applications, including pattern recognition, machine learning,...
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Klappentext zu „Algorithms for Approximation “
Approximation methods are vital in many challenging applications of computational science and engineering.
This is a collection of papers from world experts in a broad variety of relevant applications, including pattern recognition, machine learning, multiscale modelling of fluid flow, metrology, geometric modelling, tomography, signal and image processing.
It documents recent theoretical developments which have lead to new trends in approximation, it gives important computational aspects and multidisciplinary applications, thus making it a perfect fit for graduate students and researchers in science and engineering who wish to understand and develop numerical algorithms for the solution of their specific problems.
An important feature of the book is that it brings together modern methods from statistics, mathematical modelling and numerical simulation for the solution of relevant problems, with a wide range of inherent scales.
Contributions of industrial mathematicians, including representatives from Microsoft and Schlumberger, foster the transfer of the latest approximation methods to real-world applications.
Inhaltsverzeichnis zu „Algorithms for Approximation “
From the contentsPart I: Imaging and Data Mining. Ranking as Function Approximation
- Christopher J.C. Burges. Two Algorithms for Approximation in Highly Complicated Planar Domains
- Nira Dyn, Roman. Computational Intelligence in Clustering Algorithms, With Applications
- Rui Xu, Donald Wunsch. II Energy-Based Image Simplification with Nonlocal Data and Smoothness Terms
- Stephan Didas, Pavel MrŽazek, Joachim Weickert. Multiscale Voice Morphing Using Radial Basis Function Analysis
- Christina Orphanidou, Irene M. Moroz, Stephen J. Roberts. Associating Families of Curves Using Feature Extraction and Cluster Analysis
- Jane L. Terry, Andrew Crampton, Chris J. Talbot
Part II: Numerical Simulation. Particle Flow Simulation by Using Polyharmonic Splines
- Armin Iske. Enhancing SPH using Moving Least-Squares and Radial Basis Functions
- Robert Brownlee, Paul Houston, Jeremy Levesley, Stephan Rosswog. Stepwise Calculation of the Basin of Attraction in Dynamical Systems Using Radial Basis Functions
- Peter Giesl. Integro-Differential Equation Models and Numerical Methods for Cell Motility and Alignment
- Athena Makroglou. Spectral Galerkin Method Applied to Some Problems in Elasticity
- Chris J. Talbot
Bibliographische Angaben
- 2006, 2007, 389 Seiten, Maße: 16 x 24,1 cm, Gebunden, Englisch
- Herausgegeben:Iske, Armin; Levesley, Jeremy
- Herausgegeben: Jeremy Levesley, Armin Iske
- Verlag: Springer
- ISBN-10: 3540332839
- ISBN-13: 9783540332831
- Erscheinungsdatum: 30.10.2006
Sprache:
Englisch
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