Concepedia

Leave-Two-Out Cross Validation to optimal shape parameter in radial basis functions

Habibe Ramezannezhad Azarboni, Mohammad Keyanpour, Mohammad Reza Yaghouti

Engineering Analysis with Boundary Elements · 2018 · 18 citations · 17 references

Concepts

ComputingComputational EngineeringComputer ScienceComputational GeometryOptimizationGeometry ProcessingShape AnalysisBasis FunctionsCross-validationLeave-one-out Cross-validationLeave-one-out ValidationRadial Basis Function KernelsRadial Basis Function NetworksRadial Basis Function Shape Functions

References

17

An algorithm for selecting a good value for the parameter c in radial basis function interpolation

Shmuel Rippa · Advances in Computational Mathematics · 1999 · 932 citations

Computing, Computer Science, Algorithms +10

On choosing “optimal” shape parameters for RBF approximation

Gregory E. Fasshauer, Jack G. Zhang · Numerical Algorithms · 2007 · 605 citations

Computing, Computational Engineering, Optimization +9

A numerical method for solution of the two-dimensional sine-Gordon equation using the radial basis functions

Mehdi Dehghan, Ali Shokri · Mathematics and Computers in Simulation · 2008 · 394 citations

Natural Sciences, Computational Engineering, Computational Mechanics +10

The parameter R2 in multiquadric interpolation

R.E. Carlson, Thomas A. Foley · Computers & Mathematics with Applications · 1991 · 358 citations

Architecture, Computational Engineering, Computational Geometry +8

The Runge phenomenon and spatially variable shape parameters in RBF interpolation

Bengt Fornberg, Julia M. Zuev · Computers & Mathematics with Applications · 2007 · 339 citations

Computing, Computational Engineering, Computer Science +13