Variable length genetic algorithm with continuous parameters optimization of beam layout in proton therapy

no code implementations • 17 May 2022 • François Smekens, Nicolas Freud, Bruno Sixou, Guillaume Beslon, Jean M Létang

We propose to optimize simultaneously the target points and beam incidence angles in a continuous manner and with a variable number of beams.

Towards the optimization of ballistics in proton therapy using genetic algorithms: implementation issues

no code implementations • 17 May 2022 • François Smekens, Nicolas Freud, Bruno Sixou, Guillaume Beslon, Jean M Létang

In this paper, we investigate a new optimization framework based on a genetic algorithm approach.