- author = "Tom Seaton and Julian F. Miller and Tim Clarke",
- title = "Semantic Bias in Program Coevolution",
- booktitle = "Proceedings of the 16th European Conference on Genetic Programming, EuroGP 2013",
- year = "2013",
- month = "3-5 " # apr,
- editor = "Krzysztof Krawiec and Alberto Moraglio and Ting Hu and A. Sima Uyar and Bin Hu",
- series = "LNCS",
- volume = "7831",
- publisher = "Springer Verlag",
- address = "Vienna, Austria",
- pages = "193--204",
- organisation = "EvoStar",
- keywords = "genetic algorithms, genetic programming, Coevolution, Semantics, Benchmarks",
- isbn13 = "978-3-642-37206-3",
-
URL = "
https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.568.5374&rep=rep1&type=pdf",
-
DOI = "
doi:10.1007/978-3-642-37207-0_17",
- size = "12 pages",
- abstract = "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 occurrence 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.",
-
notes = "Department of Electronics, University of York, UK
Part of \cite{Krawiec:2013:GP} EuroGP'2013 held in conjunction with EvoCOP2013, EvoBIO2013, EvoMusArt2013 and EvoApplications2013",
