中文摘要：

针对网络学习资源组织流程的复杂性，进行组织流程优化设计，提高学习资源调度的效率，提出一种基于模糊PID控制的网络学习资源组织流程优化控制方法。首先构建网络学习资源组织流程控制的约束参量和控制目标函数，然后采用CDMA协同调度的混合协议进行网络学习资源的组织流程均衡配置，采用模糊PID神经网络控制模型进行组织流程控制目标函数的最优解特征分析，实现流程优化。最后进行仿真测试，结果表明，采用该网络学习资源组织流程能节省学习资源调度的任务开销，降低延时，提高学习资源分配效率。

英文摘要：

Aiming at the complexity of organization process of network learning resources,optimal design of the organization flow is carried out to improve the efficiency of learning resource scheduling.Accordingly,a network learning resource organization flow optimization control method based on fuzzy PID control is proposed in this paper.The constraint parameter and thecontrol objective function for organization flow control of network learning resources are determined first,and then the hybridprotocol for CDMA collaborative scheduling is adopted for the organization flow balanced configuration of network learning resources.The fuzzy PID neural network control model is used for analysis on the optimal solution characteristics of organizationalprocess control objective function to implement process optimization.The simulation test results show that the network learningresource organization process can save the task cost of learning resource scheduling,reduce the time delay and improve the efficiency of resource allocation.