A special adaptive spline function which depends on arbitrary parameter $q$ is constructed. The form of this spline is exponential and in a limiting case when $q\to 0$ it reduces to cubic spline. The schemes which have been applied to the initial and boundary value problems have been derived by using the adaptive spline function of special form and its smoothness properties. The approximative properties of adaptive spline function are illustrated by numerical experiments.