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Two Step Ant Colony System to solve the feature selection problem

Abstract:

In this paper we propose a new model of ACO called Two-Step Ant Colony System. The basic idea is to split the heuristic search performed by ants into two stages. We have studied the performance of this new algorithm for the Feature Selection Problem. Experimental results obtained show the Two-Step approach significantly improves the Ant Colony System in term of computation time needed. © Springer-Verlag Berlin Heidelberg 2006.

Año de publicación:

2006

Keywords:

    Fuente:

    scopusscopus

    Tipo de documento:

    Conference Object

    Estado:

    Acceso abierto

    Áreas de conocimiento:

    • Aprendizaje automático
    • Algoritmo
    • Ciencias de la computación

    Áreas temáticas:

    • Programación informática, programas, datos, seguridad

    Contribuidores:

    Martínez Y.Martínez Y.
    Amilkar PurisAmilkar Puris
    García M.M.García M.M.
    Nowé A.Nowé A.
    Bello R.R.Bello R.R.