It is known (e.g., see [1–10]) that a weak singularity in the kernel of an integral equation of the second kind leads to a singularity in the solution; more precisely, the derivatives of the solution prove to be unbounded near the boundary of the integration domain. This complicates the construction of approximate methods of higher-order accuracy for weakly singular integral equations. It was shown in [3, 4, 8, 10–15] how to condense the grid near points where the solution may prove singular so as to avoid the singularities and construct piecewise polynomial approximations with an arbitrary prescribed accuracy order. A similar approach in the collocation method with cubic splines was considered in [3, 16–18]. The aim of the present paper is to analyze the convergence rate of the collocation method with cubic splines of minimum deficiency for linear weakly singular integral equations of the second kind. Possible singularities of derivatives of the solution of an integral equation are taken into account with the use of a special condensation of the grid, just as in [3]. We generalize and continue the related investigations in [3, 16, 17]. In particular, for integral equations with more general weakly singular kernels, we prove that the use of a special nonuniform grid in the collocation method with cubic splines of minimum deficiency provides the same accuracy order as in a singularity-free problem. We derive new estimates for the error in the approximate solution in the case of a quasiuniform grid as well as in the case of a nonuniform grid depending on the value of the nonuniformity parameter of the grid in question.
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