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EUROGP
2008
Springer
128views Optimization» more  EUROGP 2008»
14 years 23 days ago
Hardware Accelerators for Cartesian Genetic Programming
A new class of FPGA-based accelerators is presented for Cartesian Genetic Programming (CGP). The accelerators contain a genetic engine which is reused in all applications. Candidat...
Zdenek Vasícek, Lukás Sekanina
EUROGP
2008
Springer
138views Optimization» more  EUROGP 2008»
14 years 23 days ago
Population Parallel GP on the G80 GPU
Denis Robilliard, Virginie Marion-Poty, Cyril Fonl...
EUROGP
2008
Springer
14 years 23 days ago
In Silicon No One Can Hear You Scream: Evolving Fighting Creatures
Abstract. Virtual creatures operating in a physically realistic 3D environment, as originally introduced by Karl Sims, provide a challenging domain for artificial evolution. Howeve...
Thomas Miconi
EUROGP
2008
Springer
135views Optimization» more  EUROGP 2008»
14 years 23 days 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
120views Optimization» more  EUROGP 2008»
14 years 23 days ago
A SIMD Interpreter for Genetic Programming on GPU Graphics Cards
William B. Langdon, Wolfgang Banzhaf
EUROGP
2008
Springer
137views Optimization» more  EUROGP 2008»
14 years 23 days 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
EUROGP
2008
Springer
105views Optimization» more  EUROGP 2008»
14 years 23 days 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
112views Optimization» more  EUROGP 2008»
14 years 23 days 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