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- W2151168093 abstract "We introduce the - strikes-out algorithm, a simple steady-state genetic algorithm for competitive coevolution. The algorithm can be summarised as follows: Run competitions between randomly chosen individuals, keep track of the number of defeats for each individual, and remove any individual which has been defeated times. Naive application of the algorithm in 2-population problems leads to severe disengagement. We find that disengagement can be eliminated (for all tasks involving real-valued continuous scores) by determining ‘ victories’ and ‘ defeats’ between fellow members of the same species, using competitions against a single member of the opposing species as a point of comparison. We apply our algorithm to the “ box-grabbing” problem for artificial 3D creatures introduced by Sims. We compare our algorithm with Sims’ original Last Elite Opponent algorithm, and describe (and explain) different results obtained with two different implementations differing mainly by the harshness of their selection regimes." @default.
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- W2151168093 date "2006-09-22" @default.
- W2151168093 modified "2023-10-18" @default.
- W2151168093 title "The N-Strikes-Out Algorithm: A Steady-State Algorithm for Coevolution" @default.
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- W2151168093 doi "https://doi.org/10.1109/cec.2006.1688505" @default.
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