Optimization of energy functional in abstract spline interpolation: criteria and some results for splines with tension

The aim of this paper is to introduce some formal procedures for the optimization of parameters in energy functional for variational spline interpolation. For the abstract splines with the tension we obtain the representation formula which shows the structure of dependence of spline with the tension with respect to tension parameters. It permits us to understand the structure of aim functions we need to minimize.