Presentation 1997/5/22
A Study of the Effect of Noise on Takeover Time
Yuji Sakamoto, David Goldberg,
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Abstract(in English) This paper discusses the effect of noise on takeover time for a genetic algorithm. We propose models of tournament selection in a noisy environment. The models are shown to predict the proportion of the individuals accurately. The models lead to the derivation of a simplified arpproximate equation for takeover time, and confirm the validity of the approximation for experiments.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Takeover time / Tournament selection / Noisy environment
Paper # AI97-7
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Conference Information
Committee AI
Conference Date 1997/5/22(1days)
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Registration To Artificial Intelligence and Knowledge-Based Processing (AI)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Study of the Effect of Noise on Takeover Time
Sub Title (in English)
Keyword(1) Takeover time
Keyword(2) Tournament selection
Keyword(3) Noisy environment
1st Author's Name Yuji Sakamoto
1st Author's Affiliation Muroran Institute of Technology()
2nd Author's Name David Goldberg
2nd Author's Affiliation University of Illinois (USA)
Date 1997/5/22
Paper # AI97-7
Volume (vol) vol.97
Number (no) 63
Page pp.pp.-
#Pages 8
Date of Issue