Bulgakova O. Generalized iterative algorithm of inductive modeling with the use of network technologies

Українська версія

Thesis for the degree of Candidate of Sciences (CSc)

State registration number

0411U003882

Thesis Registration Form

0411U003882.pdf

Applicant for

Specialization

  • 05.13.06 - Інформаційні технології

15-06-2011

Specialized Academic Board

Д 26.171.01

Essay

The dissertation is devoted to enhancing the GMDH algorithms effectiveness in complex systems modeling tasks based on hybridization of iterative and combinatorial schemes and use of on-line technologies. Architecture of generalized iterative GMDH algorithm is newly developed for building of complex system models. A technique is proposed for numerical analysis of iterative algorithms efficiency. Computing experiments with new algorithm was carried out and both efficiency and convergence. Implemented computational online-technology for automated solving the modeling tasks on the basis of the generalized GMDH algorithm.

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