A comparative study of similarity measures
Fuzzy Sets and Systems
Measures of similarity between vague sets
Fuzzy Sets and Systems
A logical approach to case-based reasoning using fuzzy similarity relations
Information Sciences—Informatics and Computer Science: An International Journal - Special issue using fuzzy algebraic structures in intelligent systems
Suitability of fuzzy reasoning methods
Fuzzy Sets and Systems
Signal control using fuzzy logic
Fuzzy Sets and Systems - special issue on fuzzy sets in traffic and transport systems
Fuzzy Control and Fuzzy Systems
Fuzzy Control and Fuzzy Systems
Distributed and cooperative fuzzy controllers for trafficintersections group
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Fuzzy logic based smart traffic light simulator design and hardware implementation
Applied Soft Computing
Distributed geometric fuzzy multiagent urban traffic signal control
IEEE Transactions on Intelligent Transportation Systems
Presenting a fuzzy model to control and schedule traffic lights
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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The main intention in this study is to tie fuzzy reasoning to many-valued logic framework; a Lukasiewicz many-valued logic similarity based fuzzy control algorithm is introduced, and tested in three realistic traffic signal control systems. The results are compared to fuzzy control systems where the inference is based on standard Matlab Fuzzy Logic toobox's Mamdani-style system. The compared traffic signal control modes are signalized pedestrian crossing and multi-phase signal control with phase selection. The statistical significance in differences of expectations obtained by different control schemes has been tested by two-sided approximate Students test on significance level α = 0.01. Simulations made by HUTSIM traffic signal simulator show that the performances of the new control algorithm and that of standard Mamdani-style algorithm are almost equal. However, if traffic density is high then the new algorithm gives significantly better statistical results. Moreover, a stronger mathematical approach offers a natural smoothness test.