Presentation | 1994/5/19 The Schema Theorem for a Large Number of Indivisuals Yoshinori Uesaka, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | It has been pointed out£Uesaka,1994! that(1)the inequality appea red in the schema theorem is not possible to be interpreted without replacing the random variables by their expectations,(2) this replacement,however,prevents the theorem from being true, and(3)a revised version of the theorem is able to be given from a probabilistic point of view.Those results are the case of a finite number of individuals included in the population.It is shown that if each individual of the initial population is selected with an identical and independent probability distribution,the original version of the inequality in the schema theorem becomes true with probability one as the number of individuals in the population approaches to infinity. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Genetic Algorithm / Schema Theorem / Schema / Reproduction / Crossover / Mutation |
Paper # | NC94-10 |
Date of Issue |
Conference Information | |
Committee | NC |
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Conference Date | 1994/5/19(1days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Neurocomputing (NC) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | The Schema Theorem for a Large Number of Indivisuals |
Sub Title (in English) | |
Keyword(1) | Genetic Algorithm |
Keyword(2) | Schema Theorem |
Keyword(3) | Schema |
Keyword(4) | Reproduction |
Keyword(5) | Crossover |
Keyword(6) | Mutation |
1st Author's Name | Yoshinori Uesaka |
1st Author's Affiliation | Science University of Tokyo() |
Date | 1994/5/19 |
Paper # | NC94-10 |
Volume (vol) | vol.94 |
Number (no) | 40 |
Page | pp.pp.- |
#Pages | 8 |
Date of Issue |