International Journal for Numerical Methods in Engineering · 2005 · 63 citations · 21 references
Numerical AnalysisHelmholtz EquationMethod Of Fundamental SolutionNumerical ComputationEngineeringFree Boundary ProblemL-curve MethodInverse ProblemsNonlinear Hyperbolic ProblemComputational MechanicsBoundary Knot MethodRadial Basis FunctionBoundary Element MethodNumerical Method For Partial Differential Equation
The boundary knot method is an inherently meshless, integration-free, boundary-type, radial basis function collocation technique for the solution of partial differential equations. In this paper, the method is applied to the solution of some inverse problems for the Helmholtz equation, including the highly ill-posed Cauchy problem. Since the resulting matrix equation is badly ill-conditioned, a regularized solution is obtained by employing truncated singular value decomposition, while the regularization parameter for the regularization method is provided by the L-curve method. Numerical results are presented for both smooth and piecewise smooth geometry. The stability of the method with respect to the noise in the data is investigated by using simulated noisy data. The results show that the method is highly accurate, computationally efficient and stable, and can be a competitive alternative to existing methods for the numerical solution of the problems. Copyright © 2005 John Wiley & Sons, Ltd.
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E.J. Kansa · Computers & Mathematics with Applications · 1990 · 2K citations
Solving Least Squares Problems
Åke Björk, C. L. Lawson, Richard Hanson · Mathematics of Computation · 1976 · 1.2K citations
Mathematical Programming, Conic Optimization, Numerical Analysis +6