Methodology of searching pareto-optimal solutions for the development of smart cities on the basis of their digital twins
DOI:
https://doi.org/10.17308/meps.2021.9/2666Keywords:
smart city, digital twins, Pareto optimization, predictive analytics, sensitivity analysis, LPτ– sequencesAbstract
Purpose: the article deals with the search for management multicriteria Pareto-optimal solutions for the development of a smart city based on its digital twin. Discussion: in the context of rapid changes and global instability, the role of digital technologies and the use of promising methods of predictive multi-objective analysis are increasing. The article shows that the technology of digi-tal twins of smart cities is actively developing and presents the method for finding Pareto optimal solutions using nonlinear multicriteria sensitivity analy-sis using LPτ – sequences based on them. Results: the authors proposed a methodology using a nonlinear analysis of the sensitivity of performance indi-cators to many parameters depending on time with new search capabilities for Pareto-optimal solutions for the development of smart cities.





