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Spatial co-evolution in Age Layered Planes (SCALP) | IEEE Conference Publication | IEEE Xplore

Spatial co-evolution in Age Layered Planes (SCALP)


Abstract:

This paper introduces a method of combining Greg Hornby's Age Layered Protocol System with a form of spatial co-evolution. The combined system (SCALP) is compared to thes...Show More

Abstract:

This paper introduces a method of combining Greg Hornby's Age Layered Protocol System with a form of spatial co-evolution. The combined system (SCALP) is compared to these two systems and a canonical GP tournament selection scheme over three well understood domains, the sextic regression problem, a two variable regression problem and a variation on the classic minesweeper problem. In each case SCALP avoided premature convergence; solving every run of these particular problems.
Date of Conference: 18-23 July 2010
Date Added to IEEE Xplore: 27 September 2010
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Conference Location: Barcelona, Spain

References

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