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Evolutionary computation system and evolution calculation method

机译：进化计算系统及进化计算方法

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摘要

PPROBLEM TO BE SOLVED: To increase the degree of freedom of reproduction such as crossing processing or mutation processing, and to simultaneously optimize an individual structure and numeric value in an evolution calculation system for operating evolution calculation by genetic programming. PSOLUTION: This evolution calculation system is provided with a genetic table for defining the number of connection of gene, and when expression type individual structure information describing a connection relation between genes is generated, gene as the node of connection destination is specified so that the number of connection can be satisfied, and an expression type is consistently configured. Also, a parameter to be used for a function to be specified by gene is added to gene information, and the gene and the parameter are simultaneously operated. Furthermore, node classification is added to gene information, and termination and non-termination are operated, and a partial tree structure is dynamically changed. A matrix type individual structure is adopted, and the operation of the crossing or mutation of a block is carried out by reproduction processing. PCOPYRIGHT: (C)2007,JPO&INPIT

机译：

要解决的问题：增加诸如交叉处理或变异处理之类的复制自由度，并同时优化用于通过遗传编程进行进化计算的进化计算系统中的单个结构和数值。

解决方案：此进化计算系统提供了一个遗传表，用于定义基因的连接数，并且当生成描述基因之间的连接关系的表达类型单个结构信息时，指定了作为连接目标节点的基因，因此可以满足连接数，并且表达式类型得到一致配置。另外，将用于由基因指定的功能的参数添加到基因信息，并且同时操作该基因和该参数。此外，将节点分类添加到基因信息中，并对终止和非终止进行操作，并动态更改部分树结构。采用矩阵型独立结构，并且通过再现处理执行块的交叉或变异的操作。

版权：（C）2007，日本特许厅＆INPIT 展开▼

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公开/公告号JP4862150B2

专利类型
公开/公告日2012-01-25

原文格式PDF
申请/专利权人国立大学法人横浜国立大学;
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申请/专利号JP20050274309
发明设计人藤嶋航;長尾智晴;
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申请日2005-09-21
分类号G06N3/00;
国家 JP
入库时间 2022-08-21 17:36:39

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