GARCON: Genetic Algorithm for Rectangular Cuts OptimizatioN. User's manual for version 2.0

GARCON: Genetic Algorithm for Rectangular Cuts OptimizatioN. User's manual for version 2.0

This paper presents GARCON program, illustrating its functionality on a simple HEP analysis example. The program automatically performs rectangular cuts optimization and verification for stability in a multi-dimensional phase space. The program has been successfully used by a number of very differen...

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Veröffentlicht in:arXiv.org 2006-05
Hauptverfasser: Abdullin, S, Acosta, D, Bartalini, P, Cavanaugh, R, Drozdetskiy, A, Karapostoli, G, Mitselmakher, G, Yu Pakhotin, Scurlock, B, Spiropulu, M
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Dimensional stability
Genetic algorithms
Optimization
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creator Abdullin, S
Acosta, D
Bartalini, P
Cavanaugh, R
Drozdetskiy, A
Karapostoli, G
Mitselmakher, G
Yu Pakhotin
Scurlock, B
Spiropulu, M
description This paper presents GARCON program, illustrating its functionality on a simple HEP analysis example. The program automatically performs rectangular cuts optimization and verification for stability in a multi-dimensional phase space. The program has been successfully used by a number of very different analyses presented in the CMS Physics Technical Design Report. The current version GARCON 2.0 incorporates the feedback the authors have received. User's Manual is included as a part of the note.
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subjects Dimensional stability
Genetic algorithms
Optimization
title GARCON: Genetic Algorithm for Rectangular Cuts OptimizatioN. User's manual for version 2.0
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