介绍了遗传程序设计的基本原理和主要步骤。
The principle and method of Genetic Programming are expatiated.
方法利用遗传程序设计来实现复杂函数的自动建模。
Methods Applying Genetic Programming to the automatic modeling of complex functions.
其主要目的是从突变这一方面对遗传程序设计进行改进。
The main goal is to improve genetic programming from the aspect of mutation.
将遗传程序设计应用于符号回归问题，获得满意的结果。
Applying Genetic Programming to symbolic regression problems, good results were obtained.
本文针对基本遗传程序设计收敛速度缓慢的现象，提出基于宏突变的遗传程序设计。
Directed against the phenomena of the slower convergence, this paper presents genetic programming based on the macro-mutation.
结合思维的瞬间达尔文进化机制和遗传程序设计的思想，阐述了设计思维的进化过程。
Combined with the instant Darwin evolution mechanism of thought and the meaning of genetic programming, the evolution process of design thought was represented.
这里重点研究了遗传程序设计方法在故障诊断领域中的应用，以推动和实现智能诊断。
This paper mainly studies the application of Genetic Programming in fault diagnosis field in order to drive and realize intelligent diagnosis.
通过实例验证，说明所提出的改进方法是有效可行的，对提高遗传程序设计的收敛性能有显著的作用。
The example given in this paper shows that this method is valid and reasonable, and it has outstanding affect on improving the convergence specific property of genetic programming.
将遗传程序设计方法应用到分类规则的挖掘上，利用具有分层结构的两类别分类问题的分类器解决多类别的分类问题。
Genetic Programming is applied to mining classification rules, it can effectively solve multiclass classification by several two-class classifiers using structural hierarchy.
提出了通过增加突变机会，设计一些新的突变算子两种策略来进行探讨提高遗传程序设计的收敛性能的合理、可行途径。
Two ways are put forward to study the feasible and reasonable way for improving the convergence performance of genetic programming.
采用基于遗传程序设计方法实现函数自动建模无需预先确立经验模型，只需指定样本数据和精度要求即可获得回归表达式。
The method based on genetic programming to automatic model the function need not to estimate empirical formulas, only need the sample data and accuracy.
对一类遗传程序设计问题，提出了简单等长的分布式染色体，取代复杂变长的树结构染色体，使演化算子操作更方便，个体复杂度得到有效控制。
One kind of simple and constant length distributed chromosome is proposed to substitute the complex and variable length tree structure chromosome for a particular kind of genetic programming problem.
对一类遗传程序设计问题，提出了简单等长的分布式染色体，取代复杂变长的树结构染色体，使演化算子操作更方便，个体复杂度得到有效控制。
One kind of simple and constant length distributed chromosome is proposed to substitute the complex and variable length tree structure chromosome for a particular kind of genetic programming problem.
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