基于S-ABCPC的衍射服务组合方法:一种改进的ABC算法

Xunyou Min, Xiaofei Xu, Zhongjie Wang, Zhizhong Liu
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引用次数: 0

摘要

近年来,对qos感知服务组合问题的研究往往假设要解决的流程中的各个组件服务同等重要,没有考虑核心组件服务和其他组件服务对问题解决的影响,或者即使考虑了它们的影响,也没有充分考虑。因此,本文首先在此基础上提出了一种衍射方法。考虑到人工蜂群(Artificial Bee Colony, ABC)算法简单等优点,本文选择其作为基本算法。此外,随着服务生态系统的不断发展,逐渐形成了多种领域特征。它们对问题的解决有重要的影响,但现有的研究并没有深入探讨这种影响。因此,本文对这种影响进行了深入的探讨。针对本文所要解决问题的特点,设计了S-ABCPC算法。最后,通过实验验证了本文方法的有效性。对该方法的影响因素进行了研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Diffraction Service Composition Approach Based on S-ABCPC: An Improved ABC Algorithm
In recent years, the research on the QoS-aware service composition problem often assume that each component service in the process to be solved is equally essential, they do not consider the impact of core component services and other component services on problem-solving, or even though their impact is considered, they are not fully considered. So this paper first proposes a diffractive method based on them. Considering the advantages of Artificial Bee Colony (ABC) such as simplicity, this paper chooses it as the basic algorithm. In addition, with the continuous development of service ecosystem, it gradually formed a variety of domain features. They have an important influence on problem-solving, but the existing research has not explored this influence in-depth. Therefore, this paper digs deep into this influence. Given the characteristics of the problem to be solved in this paper, the S-ABCPC algorithm is designed. At last, experiments have proved the effectiveness of the method proposed in this paper. The impact factors of this method have been studied.
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