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Complete Classes of Strategies for the Classical Iterated Prisoner's Dilemma

by: Bruno Beaufils and Jean-Paul Delahaye and Philippe Mathieu

In: Evolutionary Programming VIIBerlin: Springer (1998) , p. 33--41.

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URL:	citeseer.ist.psu.edu/beaufils98complete.html

The Classical Iterated Prisoner’s Dilemma CIPD is used to study the evolution of cooperation. We show, with a genetic approach, how basic ideas could be used in order to generate automatically a great numbers of strategies. Then we show some results of ecological evolution on those strategies, with the description of the experimentations we have made. Our main purpose is to ﬁnd an objective method to evaluate strategies for the CIPD. Finally we use the former results to add a new argument conﬁrming that there is, in order to be good, an inﬁnite gradient in the level of complexity in structure of strategies.

BibTeX record

@inproceedings{beaufils98complete,
  address = {Berlin},
  author = {Bruno Beaufils and Jean-Paul Delahaye and Philippe Mathieu},
  booktitle = {Evolutionary {P}rogramming {VII}},
  editor = {V. W. Porto and N. Saravanan and D. Waagen and A. E. Eiben},
  interHash = {b8af98d221e972064132d89aa4899db6},
  intraHash = {28964e4e1c807a3a838723e8b2f8d3be},
  pages = {33--41},
  publisher = {Springer},
  title = {Complete Classes of Strategies for the Classical Iterated Prisoner's Dilemma},
  url = {citeseer.ist.psu.edu/beaufils98complete.html},
  year = {1998},
  abstract = {The Classical Iterated Prisoner’s Dilemma (CIPD) is used to study the evolution of cooperation. We show, with a genetic approach, how basic ideas could be used in order to generate automatically a great numbers of strategies. Then we show some results of ecological evolution on those strategies, with the description of the experimentations we have made. Our main purpose is to ﬁnd an objective method to evaluate strategies for the CIPD. Finally we use the former results to add a new argument conﬁrming that there is, in order to be good, an inﬁnite gradient in the level of complexity in structure of strategies.}
}

BibSonomy :: BibTeX ::

Complete Classes of Strategies for the Classical Iterated Prisoner's Dilemma

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