动量因子 meaning in English
factor of momentum
Examples
- Ann is trained through fast bp algorithm with variable learning rate that mixed with momentum factor . this algorithm can improve network ' s reliability
算法上采用含有动量因子的自适应调整学习率的变学习率算法对网络进行学习训练，以提高网络的学习速度，并且可以增加算法的可靠性。 - The proposed scheme uses a fuzzy inference system to verify the learning coefficient and the momentum term in neural network . to test this approach , simulation results are shown in the end of the paper
本文采用了基于模糊推理的bp学习算法，利用模糊推理系统动态地调整bp算法的学习率和动量因子，弥补了神经网络的不足。 - Ann is trained through fast bp algorithm with variable learning rate that mixed with momentum factor and levenberg - marquardt algorithm . these algorithms can improve network ' s convergence speed
算法上采用含有动量因子的自适应调整学习率的变学习率算法或levenberg一marquardi优化方法对网络进行训练，以提高网络的收敛速度。 - Different training algorithms , namely levenburg - marquart algorithm and the gradient - based algorithm with an adaptive learning rate and momentum , are compared in this paper . according to the engineering requirement , dimensions of idc can be designed using the trained ann model and ga
将自适应调整学习率并加入动量因子的梯度下降法和levengurg - marquart训练算法的训练结果做了比较分析，同时引入了性能函数的改进形式。 - Besides the adaptive adjust of learning rate and momentum factor , this algorithm can give appropriate permitted convergence error with adaptive adjust in the course of learning . so it overcomes the faults of the controlling means used in traditional bp algorithm
该算法在学习过程中，除了对学习率和动量因子进行自适应调整外，还能根据网络的实际训练情况自适应确定允许均方误差的值，从而克服了传统的bp算法在学习过程中采用的控制方法存在的缺陷。