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'