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Detection of Clustering Instabilities for Sequential Recombination Algorithms

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Published under licence by IOP Publishing Ltd
, , Citation C S Cowden and I Volobouev 2012 J. Phys.: Conf. Ser. 404 012054 DOI 10.1088/1742-6596/404/1/012054

1742-6596/404/1/012054

Abstract

We explore clustering stability of sequential recombination jet reconstruction algorithms. Events are reconstructed many times, using random variations of kinematic properties of the jet fragmentation process. Sensitivity of different algorithms to initial conditions are quantified by introducing probabilistic assignment of initial particles to jets (fuzzy clustering). A criterion detecting unstable configurations (bifurcation points) is proposed, based on the overall fuzziness of the event.

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10.1088/1742-6596/404/1/012054