Rare event simulation of aircraft collision using python and scientific libraries. Methods used : Monte-Carlo, Importance Sampling, Markov Chains, Lelong and Jourdain adaptative mean algorithm...
We use the model introduced in the work of Paielli and Erzberg Conflict probability estimation for free flight in order to estimate the probability of conflict as well as the distribution in time and space of conflicts between planes.
Aircraft _security_final.pdf : pdf report in english.
notebook_fr.ipynb Jupyter notebook in French.
Presentation_French.pdf French slides pdf.
Ilias SAGHIR & Salaheddine ELKADIRI