Estimating traffic control strategies with inverse optimal control

Sudeep Gowrishankar; Daniel B. Work

doi:10.1109/ITSC.2013.6728571

Estimating traffic control strategies with inverse optimal control

Sudeep Gowrishankar, Daniel B. Work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

This article formulates the problem of estimating the traffic control strategy of a single intersection traffic signal controller from observed data. Building on previous results in the literature on optimal traffic signal control and convex inverse optimal control problems, a method is proposed to efficiently solve the inverse optimal traffic signal control problem to recover the control objective of the observed traffic controller. The resulting program is tested in a numerical experiment with synthetically generated data. Supporting source code is available for download at https://github.com/sgowris2/ InverseOptimalControl.

Original language	English (US)
Title of host publication	2013 16th International IEEE Conference on Intelligent Transportation Systems
Subtitle of host publication	Intelligent Transportation Systems for All Modes, ITSC 2013
Pages	2304-2309
Number of pages	6
DOIs	https://doi.org/10.1109/ITSC.2013.6728571
State	Published - 2013
Externally published	Yes
Event	2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013 - The Hague, Netherlands Duration: Oct 6 2013 → Oct 9 2013

Publication series

Name	IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Other

Other	2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013
Country/Territory	Netherlands
City	The Hague
Period	10/6/13 → 10/9/13

ASJC Scopus subject areas

Automotive Engineering
Mechanical Engineering
Computer Science Applications

Online availability

10.1109/ITSC.2013.6728571

Library availability

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Gowrishankar, S., & Work, D. B. (2013). Estimating traffic control strategies with inverse optimal control. In 2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013 (pp. 2304-2309). Article 6728571 (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC). https://doi.org/10.1109/ITSC.2013.6728571

Estimating traffic control strategies with inverse optimal control. / Gowrishankar, Sudeep; Work, Daniel B.
2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013. 2013. p. 2304-2309 6728571 (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Gowrishankar, S & Work, DB 2013, Estimating traffic control strategies with inverse optimal control. in 2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013., 6728571, IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, pp. 2304-2309, 2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013, The Hague, Netherlands, 10/6/13. https://doi.org/10.1109/ITSC.2013.6728571

Gowrishankar S, Work DB. Estimating traffic control strategies with inverse optimal control. In 2013 16th International IEEE Conference on Intelligent Transportation Systems: Intelligent Transportation Systems for All Modes, ITSC 2013. 2013. p. 2304-2309. 6728571. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC). doi: 10.1109/ITSC.2013.6728571

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Estimating traffic control strategies with inverse optimal control

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