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Crop Evaluation System Optimization: Attribute Weights Determination Based on Rough Sets Theory

机译:作物评估系统优化:基于粗糙集理论的属性权重确定

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摘要

The present study is mainly a continuation of our previous study, which is about a crop evaluation system development that is based on grey relational analysis. In that system, the attribute weight determination affects the evaluation result directly. Attribute weight is usually ascertained by decision-makers experience knowledge. In this paper, we utilize rough sets theory to calculate attribute significance and then combine it with weight given by decision-maker. This method is a comprehensive consideration of subjective experience knowledge and objective situation; thus it can acquire much more ideal results. Finally, based on this method, we improve the system based on ASP. NET technology.
机译:本研究主要是我们先前研究的延续,该研究是关于基于灰色关联分析的作物评估系统的开发。在该系统中,属性权重的确定直接影响评估结果。属性权重通常由决策者的经验知识确定。在本文中,我们使用粗糙集理论来计算属性重要性,然后将其与决策者赋予的权重相结合。该方法是对主观经验知识和客观情况的综合考虑。因此可以获得更理想的结果。最后,基于此方法,我们改进了基于ASP的系统。 NET技术。

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  • 来源
    《Mathematical Problems in Engineering》 |2017年第8期|6781671.1-6781671.7|共7页
  • 作者单位

    Agr Univ Hebei, Coll Informat Sci & Technol, Baoding, Peoples R China;

    Agr Univ Hebei, Coll Informat Sci & Technol, Baoding, Peoples R China;

    Agr Univ Hebei, Baoding, Peoples R China;

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