FACTOR ANALYSIS METHOD APPLICATION FOR CONSTRUCTING OBJECTIVE FUNCTIONS OF OPTIMIZATION IN MULTIMODAL TRANSPORT PROBLEMS


Abstract

The paper regards a specific class of optimization criteria that possess features of probability. Therefore, constructing objective function of optimization problem, the importance is attached to probability indices that show the probability of some criterial event or events to occur. Factor analysis has been taken for the main method of constructing objective function. Algorithm for constructing objective function of optimization is done for criterion of minimization risk level in multimodal transportations that demanded demonstration data. The application of factor analysis in classical problem solution was shown to give the problem a more distinct analytical interpretation in solving it.


Keywords

factor analysis; risk function; optimization criterion; multimodal transportation

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Published : 2021-12-20


Zabolotnii, S., Honcharov, A., & Mogilei, S. (2021). FACTOR ANALYSIS METHOD APPLICATION FOR CONSTRUCTING OBJECTIVE FUNCTIONS OF OPTIMIZATION IN MULTIMODAL TRANSPORT PROBLEMS. Informatyka, Automatyka, Pomiary W Gospodarce I Ochronie Środowiska, 11(4), 28-31. https://doi.org/10.35784/iapgos.2788

Serhii Zabolotnii  zabolotniua@gmail.com
Cherkasy State Business-College  Ukraine
http://orcid.org/0000-0003-0242-2234
Artem Honcharov 
Cherkasy State Technological University  Ukraine
https://orcid.org/0000-0003-4043-5300
Sergii Mogilei 
Rauf Ablyazov East European University  Ukraine
http://orcid.org/0000-0002-9296-6827