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Formalizing Criteria of Intelligent Transportation and Logistic Systems Functioning

Authors :
Alexander Galkin
Anton Sysoyev
Source :
Transportation Research Procedia. 45:514-521
Publication Year :
2020
Publisher :
Elsevier BV, 2020.

Abstract

Modern intelligent transportation systems are complicated objects using adaptive control algorithms. These algorithms are based on sources of observation consisting of heterogeneous parameters describing functioning of the system, as well as retrospective information about the system behavior. The quality of management decisions depends on the good formulation of criteria for the functioning of the system and their optimal values. Criteria may have a different orientation: safety criteria, economic criteria, environmental criteria, etc. The need to take into account heterogeneous criteria leads to multicriteria optimization tasks. The paper presents approaches to formalize a multicriteria optimization for the functioning of transportation systems. Depending on the structure of the multicriteria optimization problem relevant algorithms for its solution are presented.

Details

ISSN :
23521465
Volume :
45
Database :
OpenAIRE
Journal :
Transportation Research Procedia
Accession number :
edsair.doi...........b50d772e14a30071647e5feaa2aeb2f3
Full Text :
https://doi.org/10.1016/j.trpro.2020.03.062