PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Gene Regulatory Network and Spatial Computation: A Case Study
Sylvain Cussat-Blanc, Nicolas Bredeche, Hervé Luga, Yves Duthen and Marc Schoenauer
In: ECAL 2011, 8-11 August 2011, Paris, France.

Abstract

This paper explores temporal and spatial dynamics of a population of Genetic Regulatory Networks (GRN). In order to so, a GRN model is spatially distributed to solve a multi-cellular Artificial Embryogeny problem, and Evolutionary Computation is used to optimize the developmental sequences. An in-depth analysis is provided and show that such a population of GRN display strong spatial synchronization as well as various kind of behavioral patterns, ranging from smooth diffusion to abrupt transition patterns.

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EPrint Type:Conference or Workshop Item (Talk)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Theory & Algorithms
ID Code:9243
Deposited By:Marc Schoenauer
Deposited On:21 February 2012