SuperHyperSoft-Driven Evaluation of Smart Transportation in  Centroidous-Moosra: Real-World Insights for the UAV Era

Mona Mohamed; Ahmed M. AbdelMouty; Khalid Mohamed; Florentin Smarandache

Authors

Mona Mohamed Higher Technological Institute, 10th of Ramadan City 44629, Egypt;
Ahmed M. AbdelMouty Information System Department, Faculty of Computers and Information, Zagazig University,
Khalid Mohamed Information System Department, Faculty of Computers and Information, Zagazig University
Florentin Smarandache University of New Mexico, 705 Gurley Ave., Gallup, NM 87301, USA;

Keywords:

Unmanned aerial vehicles (UAVs); smart transportation systems (STSs); centroidous; Moosra; SuperHyperSoft (SHS)

Abstract

Over recent decades unmanned aerial vehicles (UAVs) have significantly impacted many
areas and applications that affect our daily lives. Such as transportation, healthcare, and agricultural
surveillance and management. Along with intelligently digitizing these sectors. Hence, this study
focuses on exhibiting UAVs' contributions to transportation systems to be smart. An intelligent
decision-maker framework is constructed to evaluate smart transportation systems (STSs) that
leverage UAVSs in their operations. Preferencing candidates of STSs conduct the evaluation process
based on a set of criteria and attributes. Moreover, the new multi-criteria decision-making (MCDM)
of centroidous to obtain criteria attribute weights. As well as Multi-objective optimization on the
basis of simple ratio analysis (Moosra) leverages the generated weights to rank STSs and recommend
optimal STS. These MCDM techniques collaborated with the uncertainty theory of Single Value
Neutrosophic Sets (SVNSs) to enhance decisions in ambiguous situations. Along with Moosra-SVNSs
are integrating in the ranking process under the dominance of SuperHyperSoft (SHS) environment
which depends on a set of hypersoftsets formed into a set of possibilities. Hence, we applied six
possibilities in our constructed framework.

DOI: 10.5281/zenodo.14232724