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随着时代的发展和科技的进步,我国计算机技术有了突飞猛进的发展,几乎每个家庭都会拥有一至两台计算机,提高了人们生活的便捷性和工作的高效性。人们追求高品质生活的同时,更加重视计算机通信网络的性能和速度。计算机网络中的容量和流量问题可以运用遗传算法来计算。本文首先简单介绍了建立计算机网络中容量和流量分配数学模型的目的,然后探讨了应用改进的并行遗传算法进行优化的问题,最后深入分析了网络容量与流量分配优化的计算结果。
With the development of the times and the advancement of science and technology, the computer technology in our country has undergone rapid development. Almost every family owns one or two computers, improving the convenience of people’s lives and the efficiency of their work. While pursuing high quality of life, people pay more attention to the performance and speed of computer communication networks. The problem of capacity and traffic in computer networks can be calculated using genetic algorithms. In this paper, the purpose of establishing the mathematical model of capacity and traffic distribution in computer network is briefly introduced. Then, the problem of applying the improved parallel genetic algorithm to optimize the network is discussed. Finally, the calculation results of network capacity and traffic allocation optimization are deeply analyzed.