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Daily average output and unit electricity consumption are two important indicators on production of Mn-Si alloy. There exists a serious nonlinear relationship among daily average output and unit electricity consumption and the ferromanganese's grade and furnace average power and the amount of ferrosilicon powder and the amount of coke etc. The predictive model of Mn-Si Alloy Smelting Energy Consumption...
In order to overcome the problem that the least square support vector machines (LS-SVM) using Gaussian kernel cannot approximate arbitrary signal with multi-scale, a scaling ker-nel for LS-SVM is proposed. LS-SVM can be used simultaneously to approximate to the target function and improve the effectiveness of generalization and approximation in the local area model. The LS-SVM with scaling kernel...
Improving detection definition is a pivotal problem for intrusion detection. Many intelligent algorithms were used to improve the detection rate and reduce the false rate. Traditional SOM cannot provide the precise clustering results to us, while traditional K-Means depends on the initial value serious and it is difficult to find the center of cluster easily. Therefore, in this paper we introduce...
The studies of the complex network have opened out the internal essence of many phenomena in real world. With the expansion of Internet application, the factors to influence Internet QoS are more and more concerned. In paper, based on the theories of complex network, the congestion control how to affect the network QoS is studied. By analyzing the models of random network, BA scale-free network and...
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