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The application of fuzzy system method to the cost estimation of construction works

机译:模糊系统方法在建筑工程造价估算中的应用

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Fuzzy system method is applied to the cost estimation of construction works. In the model, the inputs are main equipment cost, single building area, number of layers, story height. The output is the cost of per square meter. By the sample data training, fuzzy rules can be extracted. All rules constructed a complete base of fuzzy IF-THEN rules. Using the singleton fuzzifier, the product inference engine and the center-average defuzzifier, the fuzzy system model of cost estimation is obtained. Experimental results show the maximal relative error of the predicted results is 3.2%. The prediction accuracy of the fuzzy model is satisfied with industry practice.
机译:模糊系统法应用于建筑工程造价估算。在模型中,输入的是主要设备成本,单个建筑物的面积,层数,楼层高度。输出是每平方米的成本。通过样本数据训练,可以提取模糊规则。所有规则构成了模糊IF-THEN规则的完整基础。使用单例模糊器,乘积推论引擎和中心平均去模糊器,获得了成本估算的模糊系统模型。实验结果表明,预测结果的最大相对误差为3.2%。模糊模型的预测精度符合行业惯例。

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