Fuzzy set based models comparative study for the td tsp with rush hours and traffic regions

Ruba Almahasneh, Tuu-Szabo, Peter Foldesi, Laszlo T. Koczy

Research output: Conference contribution

Abstract

This study compares three fuzzy based model approaches for solving a realistic extension of the Time Dependent Traveling Salesman Problem. First, the triple Fuzzy (3FTD TSP) model, where the uncertain costs between the nodes depend on time are expressed by fuzzy sets. Second, the intuitionistic fuzzy (IFTD TSP) approach, where including hesitation was suitable for quantifying the jam regions and the bimodal rush hour periods during the day. Third, the interval-valued intuitionistic fuzzy sets model, that calculates the interval-valued intuitionistic fuzzy weighted arithmetic average (IIFWAA) of the edges’ confirmability degrees and non-confirmability degrees, was contributing in minimizing the information loss in cost (delay) calculation between nodes.

Original languageEnglish
Title of host publicationInformation Processing and Management of Uncertainty in Knowledge-Based Systems - 18th International Conference, IPMU 2020, Proceedings
EditorsMarie-Jeanne Lesot, Susana Vieira, Marek Z. Reformat, João Paulo Carvalho, Anna Wilbik, Bernadette Bouchon-Meunier, Ronald R. Yager
PublisherSpringer
Pages699-714
Number of pages16
ISBN (Print)9783030501426
DOIs
Publication statusPublished - jan. 1 2020
Event18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2020 - Lisbon, Portugal
Duration: jún. 15 2020jún. 19 2020

Publication series

NameCommunications in Computer and Information Science
Volume1238 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2020
CountryPortugal
CityLisbon
Period6/15/206/19/20

ASJC Scopus subject areas

  • Computer Science(all)
  • Mathematics(all)

Fingerprint Dive into the research topics of 'Fuzzy set based models comparative study for the td tsp with rush hours and traffic regions'. Together they form a unique fingerprint.

  • Cite this

    Almahasneh, R., Tuu-Szabo, Foldesi, P., & Koczy, L. T. (2020). Fuzzy set based models comparative study for the td tsp with rush hours and traffic regions. In M-J. Lesot, S. Vieira, M. Z. Reformat, J. P. Carvalho, A. Wilbik, B. Bouchon-Meunier, & R. R. Yager (Eds.), Information Processing and Management of Uncertainty in Knowledge-Based Systems - 18th International Conference, IPMU 2020, Proceedings (pp. 699-714). (Communications in Computer and Information Science; Vol. 1238 CCIS). Springer. https://doi.org/10.1007/978-3-030-50143-3_55