A Service-Oriented Modeling of Production Forecasting

Jinfa Shi, Hejun Jiao
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Abstract

The forecast of production is an important resource for establishing policy. Aimed at the character of the agriculture system, the least squares support vector machine prediction model is given based on the principle of the statistical learning theory and structural risk minimization from the Service-Oriented Architecture. The result is given that the forecasting model is effective and offers a new method to forecast the grain production.
面向服务的生产预测建模
生产预测是制定政策的重要资源。针对农业系统的特点,基于统计学习理论和面向服务体系结构的结构风险最小化原理,给出了最小二乘支持向量机预测模型。结果表明,该预测模型是有效的,为粮食产量预测提供了一种新的方法。
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