【摘要】 详细分析了服务选择问题及其求解目标,综合服务提供方高效率低成本和终端用户方的服务质量(QoS)等目标约束条件,提出一种多目标约束的最优服务选择遗传算法。该算法采用矩阵描述服务提供方、服务、终端用户三者之间的关系,并采用矩阵编码方式,将矩阵视为染色体个体,将矩阵的列视为染色体基因。仿真实验结果表明,该算法具有较好的收敛性和稳定的寻优能力。更多还原

【Abstract】 After analyzing the essence of service selection,this paper proposed an optimum service selection genetic algorithm with multi-objective constraints.The algorithm included a matrix-coding scheme of chromosomes that expressed the relationship between service providers,services and end-users.Constructed special crossover and mutation operations based on matrix-co-ding,and could ensure both operations the new chromosomes were feasible.Simulation results show that this algorithm can obtain the optimal solutions of the test problem instances efficiently and steadily.更多还原