ABSTRACT
This chapter gives the computer listings of the basic inductive network structures for multilayer, combinatorial and harmonical techniques, and their computational aspects. Multilayer algorithm uses a multilayered network structure with linearized input arguments and generates simple partial functionals. As the multilayer network procedure is more repetitive in nature, it is important to consider the algorithm in modules and facilitate repetitive characteristics. Combinatorial algorithm uses a single-layered structure with all combinations of input arguments including the full description. The algorithm given is for a single-layered structure. The mathematical description of a system is represented as a reference function in the form of discrete Volterra series in multivariate data and finite-difference equations in time series data. Harmonical algorithm follows the multilayered structure in obtaining the optimal harmonic trend with nonmultiple frequencies for oscillatory processes.
