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EUROGP
2008
Springer
13 years 6 months ago
Evolving Proactive Aggregation Protocols
We present an approach for the automated synthesis of proactive aggregation protocols using Genetic Programming and discuss major decisions in modeling and simulating distributed a...
Thomas Weise, Michael Zapf, Kurt Geihs
EUROGP
2008
Springer
112views Optimization» more  EUROGP 2008»
13 years 6 months ago
Evolvability Via Modularity-Induced Mutational Focussing
Abstract. This work postulates a mechanism by which random genotypic variation is directed towards favourable phenotypic variation. Evolvability is a poorly understood concept at p...
Richard M. Downing
EUROGP
2008
Springer
105views Optimization» more  EUROGP 2008»
13 years 6 months ago
A Linear Estimation-of-Distribution GP System
We present N-gram GP, an estimation of distribution algorithm for the evolution of linear computer programs. The algorithm learns and samples the joint probability distribution of...
Riccardo Poli, Nicholas Freitag McPhee
EUROGP
2008
Springer
135views Optimization» more  EUROGP 2008»
13 years 6 months ago
Using Genetic Programming for Turing Machine Induction
Abstract. Turing machines are playing an increasingly significant role in Computer Science domains such as bioinformatics. Instead of directly formulating a solution to a problem, ...
Amashini Naidoo, Nelishia Pillay
EUROGP
2008
Springer
137views Optimization» more  EUROGP 2008»
13 years 6 months ago
A Comparison of Cartesian Genetic Programming and Linear Genetic Programming
Two prominent genetic programming approaches are the graph-based Cartesian Genetic Programming (CGP) and Linear Genetic Programming (LGP). Recently, a formal algorithm for construc...
Garnett Carl Wilson, Wolfgang Banzhaf