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.
採用基於遺傳程序設計方法實現函數自動建模無需預先確立經騐模型，衹需指定樣本數據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.
檢騐結果表明，該模型在預測精度、實用價值和魯棒性方麪都優於傳統的統計模型、神經網絡模型和決策樹模型。