Foundations of genetic programming
Foundations of genetic programming
Concurrent Genetic Programming, Tartarus and Dancing Agents
Proceedings of the Second European Workshop on Genetic Programming
An analysis of cooperative coevolutionary algorithms
An analysis of cooperative coevolutionary algorithms
Solution concepts in coevolutionary algorithms
Solution concepts in coevolutionary algorithms
A Monotonic Archive for Pareto-Coevolution
Evolutionary Computation
Evolving teamwork and coordination with genetic programming
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Search bias, language bias and genetic programming
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Winning ant wars: evolving a human-competitive game strategy using fitnessless selection
EuroGP'08 Proceedings of the 11th European conference on Genetic programming
Autonomous Virulence Adaptation Improves Coevolutionary Optimization
IEEE Transactions on Evolutionary Computation
An ecological approach to measuring locality in linear genotype to phenotype maps
EuroGP'12 Proceedings of the 15th European conference on Genetic Programming
Coevolution in cartesian genetic programming
EuroGP'12 Proceedings of the 15th European conference on Genetic Programming
GECCO 2013 tutorial: cartesian genetic programming
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
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We investigate two pathological coevolutionary behaviours, disengagement and cycling, in GP systems. An empirical analysis is carried out over constructed GP problems and the Game of Tag, a historical pursuit and evasion task. The effects of semantic bias on the occurence of pathologies and consequences for performance are examined in a coevolutionary context. We present findings correlating disengagement with semantic locality of the genotype to phenotype map using a minimal competitive coevolutionary algorithm.