Operations Modelling

Machine Learning

We use Machine Learning and AI techniques to highlight the likely consequences of strategic and tactical level decisions for airport operations – both air side and ground side.

  • Machine learning adapts well to modelling of high dimensional and dynamic operational systems. Hawkrose has demonstrated that neural network and transformer technologies are particularly well suited to the prediction of operational outcomes within VUCA industries – Volatile, Uncertain, Complex, Ambiguous. Within Aviation, Hawkrose tools are being applied to predict delay generation within Runway, Terminal and Airspace contexts. When these applications are combined with optimisation techniques such as reinforcement learning and genetic optimisation, Hawkrose is delivering unparalleled predictive strategic and pre-tactical decision-making capabilities.

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