模糊最小二乘支持向量机在发酵过程建模中的应用
首发时间:2007-09-25
摘要:由于生物发酵过程具有复杂性和高度非线性的特点,采用模糊最小二乘支持向量机方法,将模糊化思想引入到最小二乘支持向量机中,并应用到青霉素发酵过程建模中,仿真结果表明,模糊最小二乘支持向量机方法具有良好的预测效果。
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Application of fuzzy least square support vector machine modeling in Ferment Process
Abstract:Due to complexity and high non-linearity of biologic fermentation process, using the method of fuzzy least square spport vector machine , introducing the fuzzy membership into least square support vector machine and applicating in penicillin fermentation modeling. The simulation results shows the method of fuzzy least square support machine has good effect.
Keywords: fuzzy least square support vector machine penicillin ferment
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No.1531614918011907****
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