genetic programming model

基本解释

The method based on genetic programming to automatic model the function need not to estimate empirical formulas, only need the sample data and accuracy.
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。
Took the new method into calibration of flowmeter in the Middle Route of South-to-North Water Transfer Project, and compared genetic programming model with traditional methods.
针对传统流量计率定中相关线选择的随意性及拟合精度不高的问题，提出了基于遗传程序设计流量计率定方法。
Empirical results show that genetic programming model is more advantageous than traditional statistical models, neural network models and decision tree models in prediction accuracy and robustness.
检验结果表明，该模型在预测精度、实用价值和鲁棒性方面都优于传统的统计模型、神经网络模型和决策树模型。