This thesis is developed to analyze the stability of the Chebyshev quadrature rules for one-dimensional Cauchy principal value integrals and finite-part integrals, which were proposed from [20] and [22] respectively, and obtain the optimal stability as the Gauss-type quadrature rule. In addition, we propose the method of the analytical integration for Symm`s integral with logarithmic kernel in two-dimensions and show this is very efficient through the error estimation.