Savchenko I. Method of after-determination for solution of modelling and forecasting problems using GMDH

Українська версія

Thesis for the degree of Candidate of Sciences (CSc)

State registration number

0409U005617

Thesis Registration Form

0409U005617.pdf

Applicant for

Specialization

  • 05.13.06 - Інформаційні технології

09-12-2009

Specialized Academic Board

Д 26.171.01

Essay

The problem of efficiency enhancing of combinatorial GMDH algorithm and constructing of computing technology of modelling and forecasting by data of monitoring of complex noisy processes are solved in the thesis. The new external criterion of error bias is proposed. Method of model after-determination is developed for avoiding of ambiguousness of models choice. This is the method of sequential criteria using. The method of data mining by combinatorial GMDH algorithm and method of after-determination are improved. The developed technology is applied for the real-word tasks solving.

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Files

Aref_Savchenko.doc

Dis_Savchenko.pdf

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