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 main Combinatorial algorithm computation
Main theoretical results
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
Software
Current Questions and Solutions
References and Links
Library: GMDH books, papers and software
International Workshop on Inductive Modelling