基于代理的动态Web服务选择MADM方法

Dongbo Yang, Zhongxin Wu, Bingheng Yan, D. Qian, Zhongzhi Luan
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引用次数: 6

摘要

如何动态地选择和绑定Web服务以理想地满足服务消费者的需求成为Web服务社区中越来越重要的课题。提出了一种基于智能体的Web服务动态选择的多属性决策方法。我们将Web服务选择问题归结为MADM问题,并采用一个定期执行度量任务的代理来避免决策矩阵(DM)的不精确性以及从服务注册表中删除不可用的服务。此外,我们还介绍了一种简化而有效的求解MADM问题的方法。实验结果表明,该方法对于网络环境不稳定、具有多个副本且需要大量计算的业务是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Agent-Based MADM Approach to the Dynamic Web Service Selection
How to dynamically select and bind Web services to ideally meet the requirement of service consumers becomes a more and more important topic in Web service community. This paper presents an agent-based multi-attributes decision making (MADM) approach for the dynamic Web service selection. We summarize the Web service selection problem to MADM problem, and take an agent which executes periodically measurement tasks to avoid the imprecise of decision matrix (DM) as well as to remove unavailable services from the service registry. In addition, we introduce a simplified but effective method to work out the MADM problem. Experiments shows this approach is effective in particular for services which have multiple duplicates and require mass computation under unstable network environment.
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