基于多基因基因编程的激光光功率建模与预测

摘要

A method for the prediction of semiconductor laser power based on multigene genetic programming(MGGP) was proposed.In the modeling process,training set was used to train the model and testing set was used to evaluate the prediction performance of the model.The results show that the proposed approach enables to make accurate predictions and can be applied in many fields concerning modeling and prediction.%提出一种基于多基因基因编程(MGGP)的技术对半导体激光器光功率进行建模及预测的方法.在建模过程中,训练集用于对模型进行训练,测试集用于对模型的预测效果进行评估.实验结果表明,此方法可以对激光器光功率做出准确预测,可被广泛应用于建模及预测领域.