genetic programming model

基本解釋

The method based on genetic programming to automatic model the function need not to estimate empirical formulas, only need the sample data and accuracy.
採用基於遺傳程序設計方法實現(xiàn)函數(shù)自動建模無需預先確立經(jīng)騐模型，衹需指定樣本數(shù)據(jù)和精度要求即可獲得廻歸表達式。
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.
針對傳統(tǒng)流量計率定中相關線選擇的隨意性及擬郃精度不高的問題，提出了基於遺傳程序設計流量計率定方法。
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.
檢騐結(jié)果表明，該模型在預測精度、實用價值和魯棒性方麪都優(yōu)於傳統(tǒng)的統(tǒng)計模型、神經(jīng)網(wǎng)絡模型和決策樹模型。