We review genetic programming principles, their application to FOCUS data samples, and use the method to study the doubly Cabibbo suppressed decay D+→K+π+π- relative to its Cabibbo favored counterpart, D+→K-π+π+. We find that this technique is able to improve upon more traditional analysis methods. To our knowledge, this is the first application of the genetic programming technique to High Energy Physics data.

Link, J., Yager, P., Anjos, J., Bediaga, I., Castromonte, C., Gobel, C., et al. (2005). Application of genetic programming to high energy physics event selection. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH. SECTION A, ACCELERATORS, SPECTROMETERS, DETECTORS AND ASSOCIATED EQUIPMENT, 551(2-3), 504-527 [10.1016/j.nima.2005.05.069].

Application of genetic programming to high energy physics event selection

Moroni L.;Gianini G.;
2005

Abstract

We review genetic programming principles, their application to FOCUS data samples, and use the method to study the doubly Cabibbo suppressed decay D+→K+π+π- relative to its Cabibbo favored counterpart, D+→K-π+π+. We find that this technique is able to improve upon more traditional analysis methods. To our knowledge, this is the first application of the genetic programming technique to High Energy Physics data.
Articolo in rivista - Articolo scientifico
Classification; Event selection; Genetic programming
English
2005
551
2-3
504
527
none
Link, J., Yager, P., Anjos, J., Bediaga, I., Castromonte, C., Gobel, C., et al. (2005). Application of genetic programming to high energy physics event selection. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH. SECTION A, ACCELERATORS, SPECTROMETERS, DETECTORS AND ASSOCIATED EQUIPMENT, 551(2-3), 504-527 [10.1016/j.nima.2005.05.069].
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/455487
Citazioni
  • Scopus 26
  • ???jsp.display-item.citation.isi??? 22
Social impact