Exact schema theorem based on the space of schema

Yang Haijun; Li Minqiang; Kou Jisong

Exact schema theorem based on the space of schema

Yang Haijun^*
, Li Minqiang
, Kou Jisong

^*Corresponding author for this work

Tianjin University

Research output: Contribution to journal › Conference article › peer-review

1 Scopus citations

Abstract

Holland's schema theorem has several limitations. The first is that it is not an exact equation, and the second is that it only considers schemata as individuals in GA 's population. This paper will try to make some novel extensions to overcome these limitations. In the paper, we formulate an exact schema equation based on schema space, and our results are similar to the conclusions of Stephens et al, but they have novel expressions and a larger degree of coarse graining.

Original language	English
Pages (from-to)	349-354
Number of pages	6
Journal	Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
Volume	1
State	Published - 2003
Externally published	Yes
Event	2003 IEEE International Conference on Systems, Man and Cybernetics, SMC 2003 - Washington, DC, United States Duration: 5 Oct 2003 → 8 Oct 2003

Keywords

Coarse graining
Schema space
Schema theorem

Cite this

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title = "Exact schema theorem based on the space of schema",

abstract = "Holland's schema theorem has several limitations. The first is that it is not an exact equation, and the second is that it only considers schemata as individuals in GA 's population. This paper will try to make some novel extensions to overcome these limitations. In the paper, we formulate an exact schema equation based on schema space, and our results are similar to the conclusions of Stephens et al, but they have novel expressions and a larger degree of coarse graining.",

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journal = "Proceedings of the IEEE International Conference on Systems, Man and Cybernetics",

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T1 - Exact schema theorem based on the space of schema

AU - Haijun, Yang

AU - Minqiang, Li

AU - Jisong, Kou

PY - 2003

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N2 - Holland's schema theorem has several limitations. The first is that it is not an exact equation, and the second is that it only considers schemata as individuals in GA 's population. This paper will try to make some novel extensions to overcome these limitations. In the paper, we formulate an exact schema equation based on schema space, and our results are similar to the conclusions of Stephens et al, but they have novel expressions and a larger degree of coarse graining.

AB - Holland's schema theorem has several limitations. The first is that it is not an exact equation, and the second is that it only considers schemata as individuals in GA 's population. This paper will try to make some novel extensions to overcome these limitations. In the paper, we formulate an exact schema equation based on schema space, and our results are similar to the conclusions of Stephens et al, but they have novel expressions and a larger degree of coarse graining.

KW - Coarse graining

KW - Schema space

KW - Schema theorem

UR - https://www.scopus.com/pages/publications/0242492340

M3 - 会议文章

AN - SCOPUS:0242492340

SN - 0884-3627

VL - 1

SP - 349

EP - 354

JO - Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

JF - Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

T2 - 2003 IEEE International Conference on Systems, Man and Cybernetics, SMC 2003

Y2 - 5 October 2003 through 8 October 2003

ER -

Exact schema theorem based on the space of schema

Abstract

Keywords

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