A new approach for QoS-aware Web service composition based on Harmony Search algorithm

Nastaran Jafarpour, M. Khayyambashi
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引用次数: 10

Abstract

Today, the Web is a place for offering single services and developing service compositions. Increasing number of service providers has introduced the challenge of QoS-aware selection of web service compositions. In such compositions, appropriate web services are selected among several function-equivalent available services. This selection is performed in such a way that the resulting composite web service has optimal quality and satisfies user's quality requirements. In this paper, the problem of QoS-aware selection of web service composition is modeled as an optimization problem. Then a variation of Harmony Search algorithm is used to find a near-optimal composition which can satisfy local and global user's constraints on quality attributes. Compared with other approaches, the proposed method works faster and more accurately.
基于Harmony Search算法的qos感知Web服务组合新方法
今天,Web是提供单一服务和开发服务组合的地方。越来越多的服务提供者提出了基于qos的web服务组合选择的挑战。在这样的组合中,从几个功能等效的可用服务中选择适当的web服务。这种选择以这样一种方式执行,即生成的组合web服务具有最佳质量并满足用户的质量需求。本文将基于qos的web服务组合选择问题建模为优化问题。然后,采用一种改进的和声搜索算法,寻找一种能同时满足局部和全局用户对质量属性约束的近最优组合。与其他方法相比,该方法更快、更准确。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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