Alleviating road network congestion: Traffic pattern optimization using Markov chain traffic assignment

•A model based on Markov chain traffic assignment to minimize congestion is presented.•The model relates a Markov chain with inaccessible states to its reduced network.•A solution is found via a Genetic Algorithm and improved via a fine-tuning algorithm.•Reducing congestion in a few optimization min...

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