Hierarchical Clustering with Membrane Computing

Authors

  • Mónica Cardona
  • M. Angels Colomer
  • Alba Zaragoza
  • Mario J. Pérez Jiménez

Keywords:

P systems, hierarchical clustering

Abstract

In this paper we approach the problem of hierarchical clustering through membrane computing. A specific P system with external output is designed for each Boolean matrix associated with a finite set of individuals. The computation of the system allows us to obtain one of the possible classifications in a non-deterministic way. The amount of resources required in the construction is polynomial in the number of individuals and of characteristics analyzed.

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Published

2012-01-27

How to Cite

Cardona, M., Colomer, M. A., Zaragoza, A., & Jiménez, M. J. P. (2012). Hierarchical Clustering with Membrane Computing. Computing and Informatics, 27(3+), 497–513. Retrieved from http://147.213.75.17/ojs/index.php/cai/article/view/246