Research on GEP Algorithm and Its Applications in Foodstuff Yield Prediction from Shaanxi Province

Yin Li, Xin Chen, Dongjian He, L. Tang
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引用次数: 2

Abstract

In order to synthetically solve economic and risk issues for food production, researching optimization algorithm of food production¿s forecast based on the gene expression program. Taking Shaanxi province¿s food production as an example to solve some key issues in food production which are the uncertainty information processing, reliability criteria analysis, mathematical model of food production and the model's solving algorithm. The emphases was starting from the food production research which based on the GEP algorithm, validating the availability of building food production model which based on GEP through the uncertainty information processing. This study based on GEP algorithm established a mathematical model of food production and realized the application by using the optimization methods of solving general multi-objects and non-linear issues. The study had important theory and application values in research on facilitation of food production algorithm and promotion of economical efficiency and reliability in food production.
GEP算法及其在陕西省粮食产量预测中的应用研究
为了综合解决粮食生产的经济和风险问题,研究了基于基因表达程序的粮食生产预测优化算法。以陕西省粮食生产为例,解决了粮食生产中的不确定性信息处理、可靠性准则分析、粮食生产数学模型及模型求解算法等关键问题。重点从基于GEP算法的粮食生产研究入手,通过对不确定性信息的处理,验证了建立基于GEP算法的粮食生产模型的有效性。本研究基于GEP算法建立了粮食生产的数学模型,并采用求解一般多目标和非线性问题的优化方法实现了应用。该研究对于研究食品生产算法的便利性,提高食品生产的经济性和可靠性具有重要的理论和应用价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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