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139
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CEC
2009
IEEE
15 years 10 months ago
Semantically driven mutation in genetic programming
—Using semantic analysis, we present a technique known as semantically driven mutation which can explicitly detect and apply behavioural changes caused by the syntactic changes i...
Lawrence Beadle, Colin G. Johnson
CEC
2009
IEEE
15 years 8 months ago
Detecting change in dynamic fitness landscapes
Abstract--Change detection enables an evolutionary algorithm operating in a dynamic environment to respond with undertaking necessary steps for maintaining its performance. We cons...
Hendrik Richter
CEC
2009
IEEE
15 years 10 months ago
The importance of search space dimensionality in a computational model of embryogeny
— This paper investigates the role of genotypic search space dimensionality on the behaviour and characteristics of a computational model of embryogeny. By varying genome length,...
Chris P. Bowers
129
Voted
CEC
2009
IEEE
15 years 8 months ago
Grammatical Evolution of L-systems
— L-systems are parallel generative grammars that can model branching structures. Taking a graphical object and attempting to derive an L-system describing it is a hard problem. ...
Darren Beaumont, Susan Stepney
CEC
2009
IEEE
15 years 10 months ago
RAMP: A rule-based agent for Ms. Pac-Man
Abstract— RAMP is a rule-based agent for playing Ms. PacMan according to the rules stipulated in the World Congress on Computational Intelligence Ms. Pac-Man Contest. Our archite...
Alan Fitzgerald, Clare Bates Congdon