Dynamic Fuzzy Logic-Ant Colony System-Based Route Selection System
Joint Authors
Talebi, Siamak
Salehinejad, Hojjat
Source
Applied Computational Intelligence and Soft Computing
Issue
Vol. 2010, Issue 2010 (31 Dec. 2010), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2010-09-30
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Information Technology and Computer Science
Abstract EN
Route selection in metropolises based on specific desires is a major problem for city travelers as well as a challenging demand of car navigation systems.
This paper introduces a multiparameter route selection system which employs fuzzy logic (FL) for local pheromone updating of an ant colony system (ACS) in detection of optimum multiparameter direction between two desired points, origin and destination (O/D).
The importance rates of parameters such as path length and traffic are adjustable by the user.
In this system, online traffic data are supplied directly by a traffic control center (TCC) and further minutes traffic data are predicted by employing artificial neural networks (ANNs).
The proposed system is simulated on a region of London, United Kingdom, and the results are evaluated.
American Psychological Association (APA)
Salehinejad, Hojjat& Talebi, Siamak. 2010. Dynamic Fuzzy Logic-Ant Colony System-Based Route Selection System. Applied Computational Intelligence and Soft Computing،Vol. 2010, no. 2010, pp.1-13.
https://search.emarefa.net/detail/BIM-471455
Modern Language Association (MLA)
Salehinejad, Hojjat& Talebi, Siamak. Dynamic Fuzzy Logic-Ant Colony System-Based Route Selection System. Applied Computational Intelligence and Soft Computing No. 2010 (2010), pp.1-13.
https://search.emarefa.net/detail/BIM-471455
American Medical Association (AMA)
Salehinejad, Hojjat& Talebi, Siamak. Dynamic Fuzzy Logic-Ant Colony System-Based Route Selection System. Applied Computational Intelligence and Soft Computing. 2010. Vol. 2010, no. 2010, pp.1-13.
https://search.emarefa.net/detail/BIM-471455
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-471455
