Home History About the Author of Method Biography of scientist Alexey Ivakhnenko (in ukrainian) Article about A.G.Ivakhnenko (in ukrainian) Description of the Group Method of Data Handling (GMDH) List of problems solved by the approach The "GMDH algorithms" and "algorithms of GMDH type" FAQ: Frequently asked questions Sequence of the basic Combinatorial algorithm computation Main theoretical results Comparison of Statistical Learning and Artificial Neural Networks Statistical Regression or Neural Networks? GMDH algorithms Combinatorial (COMBI) algorithm Multilayered Iterative (MIA) algorithm Objective Systems Analysis (OSA) algorithm Analogues Complexing (AC) algorithm Objective Computer Clusterization (OCC) algorithm Probabilistic algorithm, based on the Multilayered Theory of Statistical Decisions (MTSD) Twice-Multilayered Neural Nets with Active Neurons (TMNN) Simplified Linear Programming (SLP) for Decision Support Extended definition (regularization) of the optimal model Examples of Applications NY stock market indexes forecasting using TMNN World dynamics indexes optimization by SLP Prediction of stock market indexes by AC Commercial and Free Software Data on economic and demographic development of Ukraine (1990-2001) Current Questions and Solutions Discussion: ANN and Perceptrons Comment to the Deep Blue vs G.Kasparov chess match GMDH Links References GMDH books, papers and software Website 'Population of Ukraine'