Adelaide Research & Scholarship
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https://hdl.handle.net/2440/44728
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| Type: | Conference paper |
| Title: | A historical population in a coevolutionary system |
| Author: | Avery, P. Michalewicz, Z. Schmidt, M. |
| Citation: | Proceedings of the IEEE Symposium on Computational Intelligence and Games, CIG 2007, 1-5 April, 2007 :pp.104 - 111 |
| Publisher: | IEEE |
| Publisher Place: | USA |
| Issue Date: | 2007 |
| ISBN: | 1424407095 |
| Conference Name: | CIG 2007: IEEE Symposium on Computational Intelligence and Games (2007 : Honolulu, HI) |
| Editor: | Simon Lucas, |
| Abstract: | The use of memory in coevolutionary systems is considered an important mechanism to counter the Red Queen effect. Our research involves incorporating a memory population that the coevolving populations compete against to obtain a fitness that is influenced by past generations. This long term fitness then allows the population to have continuous learning that awards individuals that do well against the current populations, as well as previous winning individuals. By allowing continued learning, the individuals in the populations increase their overall ability to play the game of TEMPO, not just to play a single round with the current opposition. |
| Description: | © Copyright 2007 IEEE |
| DOI: | 10.1109/CIG.2007.368085 |
| Published version: | http://dx.doi.org/10.1109/cig.2007.368085 |
| Appears in Collections: | Aurora harvest Computer Science publications |
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