This paper propose an IPNSGA-II based multi-objective compatible control algorithm to control oversaturated adjacent junctions. The concept of feeding delay and non-feeding delay is introduced; A BPNN method is used to set up a MIMO delay model based on the simulated data got from cell transmission model. Then, the control problem is formulated as an conflicted multi-objective control problem, and the IPNSGA-II based multi-objective compatible control algorithm is proposed to solve the control problem. Results show that the proposed algorithm is robust and capable of dealing with real-time oversaturated adjacent junctions control problem. The algorithm is tested in a network consisting of a core area of 11 oversaturated junctions. It can be concluded that the proposed method is much more effective in relieving oversaturation in a network than the isolated junction control strategy.
Oversaturated adjacent intersections control based on multi-Objective compatible control algorithm
2007-09-01
834925 byte
Conference paper
Electronic Resource
English
Application of Multi-Objective Compatible Control to Oversaturated Adjacent Intersection Control
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