Besides the applications of commercial GMDH software since 1967
there were a lot of applications of GMDH in very different fields.
Many of them are described in the ukrainian journal "Avtomatica"
(translated in "Soviet Automatic Control", "Soviet Journal of Automation
and Information Sciences" and then in "Journal of Automation and
Information Sciences" in full size). Some examples with descriptions
are also given at Script Software site.
The basic GMDH technique applications include the studies on:
 Economic systems
 Identification of the process of British economy inflation
[1]
 Modelling of the British economy for restoration of the
governing laws in the object using OSA algorithm [1]
 German Democratic Republic economy analysis and forecasting
by AC algorithm [2]
 Forecasting and evaluation of the main factors for the
USA economy using OSA [1]
 Decision support for dollar rate for the period of Persian
Gulf oil crisis;
 New York stock market indexes forecasting
using TMNN [9,30,34]
 World dynamics indexes optimization
by SLP [7]
 Normative forecasting of processes in macroeconomy of the
Ukraina by COMBI
 Prediction of stock market using
AC
 Ecological systems analysis and prediction
 Oil fields forecasting using OSA algorithm [4]
 Condition of the Bajkal lake ecological system by OSA algorithm
[1]
 Modeling of Kakhovka and Kremenchug reservoirs ecosystems
using the rank correlations [1]
 Forecasting of Dnieper river flow by Harmonical algorithm
[25]
 Temperature of air and soil modeling
 Water quality forecasting
 Winter wheat productivity modeling [1]
 Wheat harvest as a function of different parameters using
COMBI [1]
 Drainage flow optimization
 Cl and NO_{3} settlement modeling
 Influence of natural position factors on harvest growth
[1]
 Ionosphere state definition for optimal radio communication
frequencies by MIA
 Forecasting of pesticides destruction process in fruits
using probabilistic algorithm of MTSD
 Environment systems
 Solar activity forecasting using Harmonical and Twolevel
(ARIMAD) algorithm [1];
 Pesticide type recognition for decision support using pair
probability MTSD algorithm;
 Air and water pollution prediction using MIA and COMBI
[7];
 Medical diagnostics
 Cancer patients diagnostics using PF clusterization algorithm
[6];
 State of human brain identification using MIA
 Sleep stage classification
 Crush injury modeling
 Demographic systems
 birthrate forecasting in GDR using Combi
 Weather modeling [1]
 An autonomous system of homogeneous difference equations
was proposed to describe the change of instantaneous and averaged
values of the variables and to include any source function
and external disturbances;
 Twolevel climate predictions were done on the basis of
several balances (for example yearseason and centuryyear);
 A twolevel algorithm with several balance criteria for
climate modeling;
 The correlation models were used for predicting weather
in movable coordinates (to take winds into account);
 The ecological variables were used in combined system of
weatherclimate equations to increase prediction accuracy
and lead time;
 The method of group analogues was used for longrange predictions.
it is based on analogues complexing algorithm or on objective
clustering of the weather into number of clusters; the set
of significant variables was set up objectively by the OSA
algorithm;
 climate/crop forecasting models were developed and described
in [11];
 longterm climate changes was investigated by changes of
width of trees rings from Bajkal lake shores [19];
 Econometric modeling and marketing
 Steel shipment forecasting
 Costestimating relationships modeling
 Forecasting of bread and drinks delivery using analog complexing
AC algorithm [30];
 Manufacturing
 Optimization and forecasting of silk production process
 Forecasting of cement quality by MIA
 Hot strip steel mill runout table cooling sprays
 Crystallization process forecasting
 Fermentation process modelling
 Physical experiments
 parameters of nuclear weapon testing were optimized using
TMNN and SLP [9];
 parameters of sharpening angles of cutting tools was optimized
recently by COMBI;
 Materials
 Radiation embrittlement modeling
 Modeling of singleparticle erosion of heat shields
 Weld strength estimation
 Multisensor signal processing
 Physical security systems
 Microprocessorbased hardware
 "Smart" ultrasonic flaw discriminator
 Eddy currents
 Automatic bolthole inspection
 Recirculating and oncethrough steam generator tubing inspection
 Xray
 Xray image analysis for bomb detection in luggage
 Acoustic and seismic analysis
 Ocean platform detection and classification
 Seismic discrimination
 Oil and water fields detection by OSA
 Military systems [11]
Radar
 Reentry vehicle trajectory prediction
 Radar imagery target classification
 Detection and identification of tactical targets
 Radar pulse classification
Infrared
 Target acquisition and aimpoint selection
 LANDSAT scene classification
Ultrasonics and acoustics emission
 Ultrasonic imaging
 Feedwater nozzle detection
 Turbine rotor inspection
 Ultrasonic pipe inspection
 Monitoring of crackgrowth activity
Missile guidance
 Equation of hyroscope systems dynamics identification
using sorting of difference equations;
 Airtoair guidance law synthesis
