assembling solution meaning in Chinese
贴合用胶浆
Examples
- This article puts forward a solution named divide - assemble by deducing the size of bp neural network to overcome entering the local best point , the dividing process is that a big bp neural network is divided into several small bp neural networks , every small bp neural network can study alone , after all small bp neural networks finish their study , we can assemble all these small bp neural networks into the quondam big bp neural networks ; on the basis of divide - assemble solution , this article discusses the preprocessing of input species and how to deduce the size of bp neural network further to make it easy to overcome entering the local best point ; for the study of every small bp neural network , this article adopts a solution named gdr - ga algorithm , which includes two algorithms . gdr ? a algorithm makes the merits of the two algorithms makeup each other to increase searching speed . finally , this article discusses the processing of atm band - width distribution dynamically
本文从bp网的结构出发，以减小bp神经网络的规模为手段来克服陷入局部极小点，提出了bp神经网络的拆分组装方法，即将一个大的bp网有机地拆分为几个小的子bp网，每个子网的权值单独训练，训练好以后，再将每个子网的单元和权值有机地组装成原先的bp网，从理论和实验上证明了该方法在解决局部极小值这一问题时是有效的；在拆分组装方法基础上，本文详细阐述了输入样本的预处理过程，更进一步地减小了bp网络的规模，使子网的学习更加容易了；对于子网的学习，本文采用了最速梯度? ?遗传混合算法(即gdr ? ? ga算法) ，使gdr算法和ga算法的优点互为补充，提高了收敛速度；最后本文阐述了用以上方法进行atm带宽动态分配的过程。