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EVOW
2004
Springer
15 years 3 months ago
Evolutionary Design Space Exploration for Median Circuits
This paper shows that it is possible to (1) discover novel implementations of median circuits using evolutionary techniques and (2) find out suitable median circuits in case that ...
Lukás Sekanina
ICES
2010
Springer
148views Hardware» more  ICES 2010»
14 years 7 months ago
An Efficient Selection Strategy for Digital Circuit Evolution
In this paper, we propose a new modification of Cartesian Genetic Programming (CGP) that enables to optimize digital circuits more significantly than standard CGP. We argue that co...
Zbysek Gajda, Lukás Sekanina
CEC
2009
IEEE
15 years 4 months ago
Representation and structural biases in CGP
— An evolutionary algorithm automatically discovers suitable solutions to a problem, which may lie anywhere in a large search space of candidate solutions. In the case of Genetic...
Andrew J. Payne, Susan Stepney
GECCO
2005
Springer
108views Optimization» more  GECCO 2005»
15 years 3 months ago
Evolving recurrent models using linear GP
Turing complete Genetic Programming (GP) models introduce the concept of internal state, and therefore have the capacity for identifying interesting temporal properties. Surprisin...
Xiao Luo, Malcolm I. Heywood, A. Nur Zincir-Heywoo...
EUROGP
2007
Springer
135views Optimization» more  EUROGP 2007»
15 years 3 months ago
A Grammatical Genetic Programming Approach to Modularity in Genetic Algorithms
The ability of Genetic Programming to scale to problems of increasing difficulty operates on the premise that it is possible to capture regularities that exist in a problem environ...
Erik Hemberg, Conor Gilligan, Michael O'Neill, Ant...