Application of Mamdani Method on Fuzzy Logic to Decision Support of Traffic Lights Control System at a Crossing of Malang City

Risna Zulfa Musriroh, Wahyu H. Irawan, Evawati Alisah

2018

Abstract

Adaptive traffic management system has been implemented using fuzzy logic control. This study supposed to design a traffic light system with fuzzy logic using defuzzification Mamdani method on fuzzy logic. Establishment of fuzzy sets by defining variables are vehicle volume, road capacity, and green light duration for three fuzzy sets i.e. small, medium, and large. Fuzzy rules are formed to express relation between input and output which is an implication. Composition between the implication functions using the MAX function combine the fuzzy sets of each rule and defuzzification with the centroid method. Case study is conducted at the ITN crossing that was resulted in the timing of a change of traffic light from Department of Transportation of Malang City cause still was not effective to break down the congestion. This can be seen from the duration (in seconds) on a leg of the crossing with an incomparable vehicle volume. Plot data of vehicle volume with green light duration of Transportation Department of Malang that vehicle volume is larger has shorter duration of green light, and otherwise. Furthermore, the Mamdani method on fuzzy logic gives solution as control system for the setting of traffic light more effective.

Paper Citation

in Harvard Style

Musriroh R., Irawan W. and Alisah E. (2018). Application of Mamdani Method on Fuzzy Logic to Decision Support of Traffic Lights Control System at a Crossing of Malang City.In Proceedings of the International Conference on Mathematics and Islam - Volume 1: ICMIs, ISBN 978-989-758-407-7, pages 236-241. DOI: 10.5220/0008520002360241

in Bibtex Style

@conference{icmis18,
author={Risna Zulfa Musriroh and Wahyu H. Irawan and Evawati Alisah},
title={Application of Mamdani Method on Fuzzy Logic to Decision Support of Traffic Lights Control System at a Crossing of Malang City},
booktitle={Proceedings of the International Conference on Mathematics and Islam - Volume 1: ICMIs,},
year={2018},
pages={236-241},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008520002360241},
isbn={978-989-758-407-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the International Conference on Mathematics and Islam - Volume 1: ICMIs,
TI - Application of Mamdani Method on Fuzzy Logic to Decision Support of Traffic Lights Control System at a Crossing of Malang City
SN - 978-989-758-407-7
AU - Musriroh R.
AU - Irawan W.
AU - Alisah E.
PY - 2018
SP - 236
EP - 241
DO - 10.5220/0008520002360241