基于自然数编码的模式理论研究
Schema Theory on Natural Number Coding
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摘要: 在分析基于二进制编码的遗传算法基础上,对基于自然数编码的遗传算法作了初步的探讨。论文定义 了基于自然数编码的模式和模式的阶,并推导出了相应的模式理论,从而得出了该理论与基于二进制编码的模 式理论相类似的结论,对于解释基于自然数编码的遗传算法的收敛性具有一定意义。Abstract: In this paper, based on the analysis of the genetic algorithm on binary coding, a preliminary discussion is made on the genetic algorithmof natural number coding. The schema and the order of schema which are based on natural number coding are discussed, and the correspondingschema theory is derived. It is concluded that the derived theory is analogous to the schema theorywith binary coding. The conclusion is helpful in explaining the convergence of the genetic algorithmwith natural number coding.
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Key words:
- coding /
- convergence /
- genetic algorithm /
- schema theory /
- natural number coding
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