Neural Network Integration can significantly improve the generalization ability of leaning systems through training a finite number of neural network and they combining their results.
这种方法通过多个神经网络的集成来协同识别产品故障分布,所以它较之单个神经网络有更强的推广能力、更容易训练。
Financial time series has high randomicity and nonlinearity. Neural network is quite suitable in the process of financial time series data for its good ability of nonlinear mapping and generalization.
金融时间序列具有很强的随机性和非线性性,而神经网络具有良好的非线性映射能力及自适应、自学习和良好的泛化能力,因此非常适合处理金融时间序列这样的数据。
The BP neural network is adopted to realize the reinforcement learning to strengthen the generalization ability.
应用BP神经网络实现强化学习,以增强系统的泛化能力;
Meanwhile some research achievements had been summarized about approaching and generalization ability of the multilayer forward neural network, which was rationale for the next modeling.
同时总结了有关多层前向网络逼近能力和泛化能力的一些研究成果,作为后续建模工作的理论依据。
The convergence and generalization ability of the genetic and neural network system is improved remarkably and the accuracy and the efficiency of engine diagnosis system are added.
实践证明这种基于遗传神经网络方法的故障诊断系统具有收敛速度快、推广性能强的特点,极大提高了发动机故障诊断系统的效率和准确性。
The applied example is built with the monthly mean rainfall in the whole area of Guangxi. The result shows that this method can effectively increase the generalization ability of neural network.
以广西全区的月降水量实例分析,结果表明该方法能有效提高系统的泛化能力。
Compared to traditional regression method - interval integral and artificial neural network, it has better generalization ability.
相对于传统的回归算法-区间积分法和神经网络法,本算法具有具有更好的识别能力。
Compared to traditional regression method - interval integral and artificial neural network, it has better generalization ability.
相对于传统的回归算法-区间积分法和神经网络法,本算法具有具有更好的识别能力。
应用推荐