Network Structures Algorithms of Group Method of Data Handling

摘要

The article presents the comparative characteristic of network structures of GMDH algorithms, in accordance with the proposed classification of algorithms. The main diversity of algorithms is described. Structures of algorithms search of models allow visualize the similarities and differences between the basic GMDH algorithms show their connection with neural networks and algorithms of deep learning. Fragments' structure of algorithms (or functions of partial descriptions) gives you the ability to visualize their common and distinctive features and assess the computational complexity of algorithms.