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Tutorials (applied)

Difficulty level

In this tutorial, we implement real-time optimal control of traffic signals using combinatorial optimization for ever-changing traffic conditions. We also simulate the traffic volume in the city when such optimal control is considered.

Tutorials (applied)

Difficulty level

Here, we use black-box optimization to optimize traffic signal control in a city where commercial facilities may cause traffic congestion. We apply traffic simulation based on multi-agent simulation to implement and demonstrate the optimization.