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