Route selection based on real time traffic condition using Ant Colony System and fuzzy inference system

Erick Alfons Lisangan, Sean Coonery Sumarta

Research output: Chapter in Book/Conference paperConference paperpeer-review

6 Citations (Scopus)

Abstract

Route selection from the point of origin to destination today is not only considering the shortest distance but also traffic conditions, such as average speed and vehicle intensity. In this research, we propose method of the ant's location selection using Fuzzy Inference System in the Ant Colony System. The location selection not only consider the distance but also the probability of next location. The probability of next location is the output of fuzzy inference system with the input is the traffic conditions between current location and next location. The dataset is data of traffic condition in the area of Aarhus, Denmark. The results show that the route selection is not only based on the distance location but also the traffic condition between locations. The proposed method is expected to be the basis to develop the real-time location searching's application with input coming from sensors by considering the average execution less than one second in finding route.

Original languageEnglish
Title of host publicationProceeding - 2017 3rd International Conference on Science in Information Technology
Subtitle of host publicationTheory and Application of IT for Education, Industry and Society in Big Data Era, ICSITech 2017
EditorsLala Septem Riza, Andri Pranolo, Aji Prasetyo Wibawa, Enjun Junaeti, Yaya Wihardi, Ummi Raba'ah Hashim, Shi-Jinn Horng, Rafal Drezewski, Heui Seok Lim, Goutam Chakraborty, Leonel Hernandez, Shah Nazir
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages66-71
Number of pages6
ISBN (Electronic)9781509058662
DOIs
Publication statusPublished - 1 Jul 2017
Externally publishedYes
Event3rd International Conference on Science in Information Technology, ICSITech 2017 - Bandung, Indonesia
Duration: 25 Oct 201726 Oct 2017

Publication series

NameProceeding - 2017 3rd International Conference on Science in Information Technology: Theory and Application of IT for Education, Industry and Society in Big Data Era, ICSITech 2017
Volume2018-January

Conference

Conference3rd International Conference on Science in Information Technology, ICSITech 2017
Abbreviated titleICSITech 2017
Country/TerritoryIndonesia
CityBandung
Period25/10/1726/10/17

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