کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
10325270 | 666673 | 2005 | 19 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Stabilization of tag-mediated interaction by sexual reproduction in an evolutionary agent system
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موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
هوش مصنوعی
پیش نمایش صفحه اول مقاله
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چکیده انگلیسی
The evolution of cooperation in a system of agents playing the iterated prisoner's dilemma (IPD) is investigated. We present results for the standard 2-person IPD as well as the more general N-person IPD (NIPD) game. In our computational model, agents have visible tags and choose whether to interact or not based upon these. We consider the evolutionary stability of the evolving populations. We extend previous work by introducing sexual reproduction (recombination) of agents and by analyzing its influence on the evolving populations. We observed the occasional formation of very stable cooperative societies, as opposed to previous results without sexual reproduction. These cooperative societies are able to resist invasions of “mimics” (defecting agents with the tag of a cooperating agent).
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 170, Issue 1, 18 February 2005, Pages 101-119
Journal: Information Sciences - Volume 170, Issue 1, 18 February 2005, Pages 101-119
نویسندگان
F. Alkemade, D.D.B. van Bragt, J.A. La Poutré,