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- W91406891 abstract "In this work an ant colony algorithm has been implemented to optimize the Monte Carlo simulation, with the PENELOPE code, of small photon beams used in certain radiotherapy treatments. The ant colony method is an artificial intelligence algorithm that automates the application of variance-reduction techniques throughout a clinical linear accelerator. The variance-reduction techniques employed are Russian roulette and particle splitting, and the ant-colony method adaptively decides where to apply these techniques and the parameters used for each of them. The improvement in efficiency allows obtaining simulation results in a few hours, with a statistical uncertainty and grid resolution compatible with clinical practice." @default.
- W91406891 created "2016-06-24" @default.
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- W91406891 date "2009-01-01" @default.
- W91406891 modified "2023-09-27" @default.
- W91406891 title "Ant colony algorithm implementation in commissioning radiosurgery photon beams for Monte Carlo treatment planning" @default.
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- W91406891 doi "https://doi.org/10.1007/978-3-642-03474-9_64" @default.
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