This paper introduces fundamental concepts of computer arithmetic and high-accurate numerical computations. In paricular the effective use of multiple-precision arithmetic is proposed with high-accurate stabilization and high-order discretization. Rounding error, which prevents high-accurate numerical computation, is also discussed with examples.