Intelligent Transportation Systems(ITS) are widely used in the world for traffic management. However, there are still many questions about the effective use of these systems. For example, are intelligent transportation systems used efficiently enough? Do different intelligent transportation systems have the ability to interact with each other? Is proactive control possible with traffic control centers? Can Artificial Intelligence be used for proactive work? Can the performance of the system or center be increased with artificial intelligence? I am curious about your ideas and/or experience on this subject.
Dear Yetis Sazi Murat , Artificial Intelligence and Deep Learning will be used to speed up the process of proactive traffic management, availability, increasing of the level of detail, up-date frequency, accuracy, and currency of Geospatial Information.
In book: "Decision Control, Management, and Support in Adaptive and Complex Systems: Quantitative Models-chapter 4 ", in the end of the chapter: "We will consider one more example of application of multiattribute utility, namely the choice of optimal route in city street network."
Decision Control, Management, and Support in ... - Amazon,
Dear Vadym Slyusar
Thanks for your comments. I believe that the AI will increase the performance of traffic control center. However, I am still curious about results of related studies (empirical or simulation based).
Dear Yuri Pavlov Pavlov (Juryi)
Thank you very much for sharing of your book chapter.
The following is a scientific research article on "Transportation Modeling: An Artificial Life Approach," which is available by Open Access on the Internet; simply click on the LINK:
http://www.cse.msu.edu/~cse914/Sp2014/AssignedPapers/Paper1-Matt-Transportation_modeling.pdf
Best wishes with your research.
This is a very interesting discussion. To partially address this we are organizing the first "Competition on Urban Traffic Signal Control Problems" under the IEEE Wold Congress Computational Intelligence (WCCI) 2022 to be held in Padua, Italy.
This is a great opportunity for researchers interested in real-world applications and traffic control to compare the works against the same dataset and identify the state-of-the-art in this domain.
Myself and Kaizhou Gao cordially invite you to participate in our competition.
https://www.researchgate.net/project/2022-WCCI-CEC-Competition-on-Urban-Traffic-Signal-Control-Problems
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