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.
采用基于遺傳程序設(shè)計(jì)方法實(shí)現(xiàn)函數(shù)自動(dòng)建模無需預(yù)先確立經(jīng)驗(yàn)?zāi)Ｐ停恍柚付颖緮?shù)據(jù)和精度要求即可獲得回歸表達(dá)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(duì)傳統(tǒng)流量計(jì)率定中相關(guān)線選擇的隨意性及擬合精度不高的問題，提出了基于遺傳程序設(shè)計(jì)流量計(jì)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.
檢驗(yàn)結(jié)果表明，該模型在預(yù)測(cè)精度、實(shí)用價(jià)值和魯棒性方面都優(yōu)于傳統(tǒng)的統(tǒng)計(jì)模型、神經(jīng)網(wǎng)絡(luò)模型和決策樹模型。