Search Results for author: Adrian Kochański

Found 1 papers, 0 papers with code

Investigating performance of neural networks and gradient boosting models approximating microscopic traffic simulations in traffic optimization tasks

no code implementations2 Dec 2018 Paweł Gora, Maciej Brzeski, Marcin Możejko, Arkadiusz Klemenko, Adrian Kochański

We analyze the accuracy of traffic simulations metamodels based on neural networks and gradient boosting models (LightGBM), applied to traffic optimization as fitness functions of genetic algorithms.

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