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S/B optimization for new physics searches using genetic algorithm

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evolve

Optimization of new physics searches (in terms of signal/background significance) using a Genetic Algorithm.

This tool was done as a project for a PhD computing course, and was tested in the SUSY to photon + jets + MET analysis in the ATLAS experiment using Run2 data.

To run the example you need to download the following file:

https://falonso.web.cern.ch/falonso/public/data.root

Use configuration file from example/example.conf as a template for your configfile and:

evolve CONFIGFILE

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S/B optimization for new physics searches using genetic algorithm

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