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Colleges employment forecasting based on least squares support vector machine is proposed in the paper. Least squares support vector machine is an improved support vector machine, which can use equality constraints for the error instead of inequality constraints. Colleges employment rate of Xinjiang agricultural university from 1997 to 2006 is used to show the effectiveness of least squares support...
This paper discusses a method to forecast short term electricity load using genetic algorithm (GA) optimized Adaptive Network-based Fuzzy Inference System (ANFIS). The structure and parameters of the adaptive fuzzy neural network are synchronously optimized using an improved genetic algorithm. A fitness function is applied to guide the search process which makes the searching more efficient. The speed...
Support vector regression algorithm is applied to colleges recruiting students prediction in the paper. As colleges recruiting students prediction is a nonlinear regression problem, the input training data of colleges recruiting students are nonlinearly mapped into a high dimensional space in support vector regression model. The amount of colleges recruiting students of Sichuan province from 2000...
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