Projets par an
Résumé
This paper addresses the question to determine the necessary
conditions for the emergence of modules in the framework of artificial
evolution. In particular, threshold networks are trained as controllers
for robots able to perform two different tasks at the same time. It is
shown that modules do not emerge under a wide set of conditions in our
experimental framework. This finding supports the hypothesis that the
emergence of modularity indeed depends upon the algorithm used for
artificial evolution and the characteristics of the tasks.
conditions for the emergence of modules in the framework of artificial
evolution. In particular, threshold networks are trained as controllers
for robots able to perform two different tasks at the same time. It is
shown that modules do not emerge under a wide set of conditions in our
experimental framework. This finding supports the hypothesis that the
emergence of modularity indeed depends upon the algorithm used for
artificial evolution and the characteristics of the tasks.
langue originale | Anglais |
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titre | Proceedings of ECCS 2014 |
Sous-titre | European Conference on Complex Systems |
Editeur | Springer |
Pages | 181-192 |
Nombre de pages | 12 |
ISBN (Electronique) | 978-3-319-29228-1 |
ISBN (imprimé) | 978-3-319-29226-7 |
Etat de la publication | Publié - 1 mai 2016 |
Evénement | eccs'14 - Lucca, Italie Durée: 22 sept. 2014 → 26 sept. 2014 |
Série de publications
Nom | Springer Proceedings in Complexity |
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Editeur | Springer |
Comité scientifique
Comité scientifique | eccs'14 |
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Pays/Territoire | Italie |
La ville | Lucca |
période | 22/09/14 → 26/09/14 |
Empreinte digitale
Examiner les sujets de recherche de « Does Training Lead to the Formation of Modules in Threshold Networks? ». Ensemble, ils forment une empreinte digitale unique.Projets
- 1 Terminé
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PAI n°P7/19 - DYSCO: Dynamical systems, control and optimization (DYSCO)
Winkin, J. (Co-investigateur), Blondel, V. (Responsable du Projet), Vandewalle, J. (Co-investigateur), Pintelon, R. M. (Co-investigateur), Sepulchre, R. (Co-investigateur), Vande Wouwer, A. (Co-investigateur) & Sartenaer, A. (Co-investigateur)
1/04/12 → 30/09/17
Projet: Recherche
Équipement
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Plateforme Technologique Calcul Intensif
Champagne, B. (!!Manager)
Plateforme technologique Calcul intensifEquipement/installations: Plateforme technolgique