Application of Combination of Quantum Computation and Genetic Algorithm to Computer Network Optimization
Sun Li-juan①; Wang Ru-chuan①②
①College of Computer, Nanjing University of Posts and Teclecommunications, Nanjing 210003, China; ②State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093, China
Abstract：The algorithm in this paper is based on the combination of quantum computation and genetic algorithm .The core is that using a qubit representation instead of binary, numeric, or symbolic representations and the dynamic adjusting quantum rotation gate strategy are applied to accelerate convergence. So it has better diversity and global search capacity than the conventional genetic algorithm. The results of solving the optimal problems of communication nets show that the efficiency of the new method is obviously higher than that of the conventional genetic algorithm.
孙力娟; 王汝传. 量子计算与遗传算法的融合及其在计算机通信网优化中的应用[J]. 电子与信息学报, 2007, 29(4): 920-923 .
Sun Li-juan; Wang Ru-chuan. Application of Combination of Quantum Computation and Genetic Algorithm to Computer Network Optimization. , 2007, 29(4): 920-923 .
2007, Vol. 29 
