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JOURNALS // Matematicheskoe modelirovanie // Archive

Matem. Mod., 2020 Volume 32, Number 3, Pages 115–126 (Mi mm4166)

This article is cited in 6 papers

Factor modeling for innovative-active enterprises

B. N. Chetverushkina, V. A. Sudakovab

a Keldysh Institute of Applied Mathematics (Russian Academy of Sciences)
b Plekhanov Russian University of Economics

Abstract: The paper proposes an concept of building a factor model based on frames. Factors are considered as the values of slots for the corresponding frames, which allows to reduce the complexity of the developed model. A method for calculating the values of factors is proposed by searching for the eigenvalues of matrices of pairwise comparisons of the degree of slots influence. A procedure has been developed that allows to see the distribution of influence of factors along all possible routes of the influence graph. As a result of the calculations, the factors most influencing the efficiency of the functioning of the entire simulated system are determined. The possibility of using a factor model when evaluating the activities of innovatively active enterprises and when choosing an electronic tablet pilot is shown. This model can be used to predict the development of complex dynamic systems with feedback, as well as to evaluate and select management decisions in the framework of innovative activities of enterprises in conditions of weakly structured information.

Keywords: factor model, frame, slot, eigenvector, eigenvalues, innovatively active enterprises.

Received: 15.07.2019
Revised: 15.07.2019
Accepted: 21.10.2019

DOI: 10.20948/mm-2020-03-07


 English version:
Mathematical Models and Computer Simulations, 2020, 12:6, 907–914


© Steklov Math. Inst. of RAS, 2024