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88
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CEC
2009
IEEE
15 years 5 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 2 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
80
Voted
CEC
2009
IEEE
15 years 5 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
91
Voted
CEC
2009
IEEE
15 years 3 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 5 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