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Form invariance of schema and exact schema theorem

Authors: Haijun Yang; Minqiang Li;

Form invariance of schema and exact schema theorem

Abstract

One of the most important research questions in GAs is the explanation of the evolutionary process of GAs as a mathematical object. In this paper, we use matrix linear transformations to do it, first. This new method makes the study on mechanism of GAs simpler. We obtain the conditions under which the operators of crossover and mutation are commutative operators of GAs. We also give an exact schema equation on the basis of the concept of schema space. The result is similar to Stephens and Waelbroeck’s work, but they have novel meanings and a larger degree of coarse graining.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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