CHAPTER 2. OPTIMIZATIONANDADAPTATIONOFTRAFFICLIGHTS6
Self organizing traffic lights by Carlos Gershenson
Carlos Gershenson presents three self-organizing control methods: sotl-request,
sotl-phase and sotl-platoon. Marching control and Optim control are non adaptive
methods and are used to compare those self-organizing control methods. The
definitions of the controllers are given below, which are quoted from the paper of
Carlos Gershenson [Ger05]. Those definitions are for one direction lanes. The
realistic simulation has two-direction roads for scenario 1 and 2.
Marching Control
All traffic lights “march in step”: all green lights are either south-
bound or eastbound, synchronized in time. Intersections have a phase
φi, which counts time steps. φi is reset to zero when the phase reaches
a period value p. When φi = 0, red lights turn green, and yellow
lights turn red. Green lights turn yellow one time step earlier, that is,
when φ = p — 1. A full cycle of an intersection consists of 2p time
steps. “Marching”intersections are such that φi = φj, ∀i,j.
Optim control
This method is implemented trying to set phases φi of traffic lights in
such a way that, as soon as a red light turns green, a car stopped by
this would find the following traffic lights green. In other words, we
obtain a fixed solution so that green waves flow to the southeast. This
green wave method is very popular for avenues that have preference
over crossing streets.
Sotl-request control
All three self-organizing control methods use a similar principle: traf-
fic lights keep a counter κi which is set to zero when the light turns
red and then incremented at each time step by the number of cars ap-
proaching only the red light independently of the status or speed of
More intriguing information
1. Skill and work experience in the European knowledge economy2. Transfer from primary school to secondary school
3. Valuing Access to our Public Lands: A Unique Public Good Pricing Experiment
4. The name is absent
5. Ex post analysis of the regional impacts of major infrastructure: the Channel Tunnel 10 years on.
6. Real Exchange Rate Misalignment: Prelude to Crisis?
7. Quality Enhancement for E-Learning Courses: The Role of Student Feedback
8. The name is absent
9. The Role of Immigration in Sustaining the Social Security System: A Political Economy Approach
10. Cryothermal Energy Ablation Of Cardiac Arrhythmias 2005: State Of The Art