李金忠, 夏洁武, 刘昌鑫, 曾劲涛, 李满华. 一种新的QoS全局最优Web服务选择算法[J]. 微电子学与计算机, 2013, 30(3): 97-101.
引用本文: 李金忠, 夏洁武, 刘昌鑫, 曾劲涛, 李满华. 一种新的QoS全局最优Web服务选择算法[J]. 微电子学与计算机, 2013, 30(3): 97-101.
LI Jin-zhong, XIA Jie-wu, LIU Chang-xin, CENG Jing-tao, LI Man-hua. A New Web Services Selection Algorithm with QoS Global Optimal[J]. Microelectronics & Computer, 2013, 30(3): 97-101.
Citation: LI Jin-zhong, XIA Jie-wu, LIU Chang-xin, CENG Jing-tao, LI Man-hua. A New Web Services Selection Algorithm with QoS Global Optimal[J]. Microelectronics & Computer, 2013, 30(3): 97-101.

一种新的QoS全局最优Web服务选择算法

A New Web Services Selection Algorithm with QoS Global Optimal

  • 摘要: 针对运用单目标优化算法求解基于QoS的Web服务选择问题的不足,设计了一种新的QoS全局最优Web服务选择算法.该算法同时优化组合服务的多维QoS属性的多个目标函数,并产生QoS全局最优的Pareto最优解集.首先建立服务选择问题的多目标优化数学模型,然后采用归档式多目标模拟退火设计该算法以优选Web服务.实验结果表明了该算法是可行的,实现了全局QoS最优化的组合服务.

     

    Abstract: In order to overcome the lack of applying single-objective optimization algorithm for the problem of Web Services selection based on QoS,a new web services selection algorithm with QoS global optimal is presented.The proposed algorithm obtained the Pareto-optimal solutions of QoS global optimal by simultaneously optimized multiple objective functions of multi-dimensional QoS properties of composite service.Firstly,we model the service selection as multi-objective optimization problem.Then,based on an archived multi-objective simulated annealing,we design the proposed algorithm to select Web services optimally.Experimental results indicate the proposed algorithm is feasible and realizes composite service with QoS global optimal.

     

/

返回文章
返回