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» Evolving genetic regulatory networks for systems biology
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EVOW
2007
Springer
13 years 12 months ago
Bio-mimetic Evolutionary Reverse Engineering of Genetic Regulatory Networks
The effective reverse engineering of biochemical networks is one of the great challenges of systems biology. The contribution of this paper is two-fold: 1) We introduce a new meth...
Daniel Marbach, Claudio Mattiussi, Dario Floreano
ARCS
2005
Springer
13 years 11 months ago
Organic Architectures for Large-Scale Environment-Aware Sensor Networks
This paper examines how methods inspired by biological processes can be applied to the design of large-scale environment-aware sensor networks. Our ultimate goal are systems conta...
Paul Lukowicz, Erhardt Barth, Jan T. Kim
EUROGP
2010
Springer
217views Optimization» more  EUROGP 2010»
14 years 7 days ago
Evolving Genes to Balance a Pole
We discuss how to use a Genetic Regulatory Network as an evolutionary representation to solve a typical GP reinforcement problem, the pole balancing. The network is a modified ver...
Miguel Nicolau, Marc Schoenauer, Wolfgang Banzhaf
IJBRA
2008
101views more  IJBRA 2008»
13 years 5 months ago
Analysing formal models of genetic regulatory networks with delays
: In this paper, we propose a refinement of the modelling of biological regulatory networks based on the discrete approach of Ren
Jamil Ahmad, Olivier Roux, Gilles Bernot, Jean-Pau...
GECCO
2006
Springer
220views Optimization» more  GECCO 2006»
13 years 9 months ago
Comparing evolutionary algorithms on the problem of network inference
In this paper, we address the problem of finding gene regulatory networks from experimental DNA microarray data. We focus on the evaluation of the performance of different evoluti...
Christian Spieth, Rene Worzischek, Felix Streicher...