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Mapped Hermite Functions and their applications to two-dimensional weakly singular Fredholm-Hammerstein integral equations

Min Wang, Zhimin Zhang

Abstract

The Fredholm-Hammerstein integral equations (FHIEs) with weakly singular kernels exhibit multi-point singularity at the endpoints or boundaries. The dense discretized matrices result in high computational complexity when employing numerical methods. To address this, we propose a novel class of mapped Hermite functions, which are constructed by applying a mapping to Hermite polynomials.We establish fundamental approximation theory for the orthogonal functions. We propose MHFs-spectral collocation method and MHFs-smoothing transformation method to solve the two-point weakly singular FHIEs, respectively. Error analysis and numerical results demonstrate that our methods, based on the new orthogonal functions, are particularly effective for handling problems with weak singularities at two endpoints, yielding exponential convergence rate. We position this work as the first to directly study the mapped spectral method for multi-point singularity problems, to the best of our knowledge.

Mapped Hermite Functions and their applications to two-dimensional weakly singular Fredholm-Hammerstein integral equations

Abstract

The Fredholm-Hammerstein integral equations (FHIEs) with weakly singular kernels exhibit multi-point singularity at the endpoints or boundaries. The dense discretized matrices result in high computational complexity when employing numerical methods. To address this, we propose a novel class of mapped Hermite functions, which are constructed by applying a mapping to Hermite polynomials.We establish fundamental approximation theory for the orthogonal functions. We propose MHFs-spectral collocation method and MHFs-smoothing transformation method to solve the two-point weakly singular FHIEs, respectively. Error analysis and numerical results demonstrate that our methods, based on the new orthogonal functions, are particularly effective for handling problems with weak singularities at two endpoints, yielding exponential convergence rate. We position this work as the first to directly study the mapped spectral method for multi-point singularity problems, to the best of our knowledge.

Paper Structure

This paper contains 14 sections, 1 theorem, 168 equations, 10 figures.

Key Result

Proposition 2.1

The MHFs have the following properties:

Figures (10)

  • Figure 2.1: MHFs-Gauss quadrature nodes of $\mathcal{Q}_{N}^{(\alpha)}(x)$ with $N=40,60,80,100$ and $\alpha=1$
  • Figure 2.2: MHFs-Gauss quadrature nodes of $\mathcal{Q}_{N}^{(\alpha)}(x)$ with $N=40,60,80,100$ and $\alpha=0.5$
  • Figure 2.3: Projection error
  • Figure 2.4: Derivative interpolation error
  • Figure 2.5: MHFs Gauss quadrature error
  • ...and 5 more figures

Theorems & Definitions (19)

  • Definition 2.1
  • Proposition 2.1
  • proof
  • proof
  • proof
  • proof
  • proof
  • proof
  • proof
  • proof
  • ...and 9 more