Journal:
:international journal of information science and management
0
a. a. safavi ph.d. , department of electrical engineering school of engineering, shiraz university, shiraz
i. shames m.s. , department of electrical engineering school of engineering, shiraz university
n. najmaei m.s. , department of electrical engineering school of engineering, shiraz university, shiraz
m. zamani m.s. , department of electrical engineering school of engineering, shiraz university, shiraz
in this paper, the advantage of reinforcement learning to develop a new traffic shaper is invoked in order to obtain a reasonable utilization of bandwidth while preventing traffic overload in other parts of the network. this leads to a reduction in the total number of packet droppings in the whole network. the method is implemented in a novel proposed intelligent simulation environment. keeping...