Network congestion control is an important means to improve network throughput and reduce data transmission delay. To further optimize the capability, this research suggests a proximal policy optimization-based intelligent TCP management method, creates proxy that can communicate with real-time environment, abstracts mechanism into partially observable Markov decision process. Changes in state ...

Recent technology improvements in small generators and energy storage devices have provided new opportunity for dispersed energy resources at the distribution level. At the same time, deregulation has encouraged a more decentralized approach to power delivery. This paper proposes some approaches to power system operations and control at the distribution level. A methodology for system security ...

Nowadays, highly complex systems are required due to increasing technological demands. These complex systems usually cannot be well-controlled by conventional approaches. Intelligent control of these complex systems is necessary to ensure that high performance can be achieved and maintained under different environments. Consequently, the study and design of intelligent control are crucial to co...

In order to achieve profit goals, in a situation of growing competition, and with a decreasing interest rate spread, it is becoming increasingly important for banks to optimise their cost performance. The first requisite for this is to have a reliable, analytical system of cost measurement, especially for those costs which are difficult to determine, like the indirect operating costs. Tradition...