Cartesian Genetic Programming

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Cartesian genetic programming is another form of GP, which uses a graph representation instead of the usual tree based representation to encode computer programs. Most representations have structurally noneffective code . Such non-coding genes may seem to be useless because they have no effect on the performance of any one individual.
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Genetic programming often uses tree-based internal data structures to represent the computer programs for adaptation instead of the list structures typical of genetic algorithms. There are many variants of Genetic Programming, including Cartesian genetic programming , Gene expression programming , [54] Grammatical Evolution , Linear genetic ...
笛卡尔遗传规划（Cartesian Genetic Programming, CGP)：基于图结构的GP. 在上文陈述了进化计算的许多方面之后，终于谈到了笔者在Flappy Bird中使用的方法。简言之，CGP使用一个图来编码一段program。
25/09/2019 · Cartesian Genetic Programming (CGP)：该算法是一种很适合电路设计的遗传编程算法，比如我们要用两个加操作两个减操作和两个乘操作得到如下运算，笛卡尔遗传编程将下面的一个候选程序编写进字符串"001 100 131 201 044 254 2573"。

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