Advanced Search
Volume 33 Issue 1
Feb.  2011
Turn off MathJax
Article Contents
Zhang Long-Chang, Zou Hua, Yang Fang-Chun. A Web Service Selection Algorithm Based on Multiple QoS Registration Centers and Heterogeneous QoS Model[J]. Journal of Electronics & Information Technology, 2011, 33(1): 168-174. doi: 10.3724/SP.J.1146.2010.00298
Citation: Zhang Long-Chang, Zou Hua, Yang Fang-Chun. A Web Service Selection Algorithm Based on Multiple QoS Registration Centers and Heterogeneous QoS Model[J]. Journal of Electronics & Information Technology, 2011, 33(1): 168-174. doi: 10.3724/SP.J.1146.2010.00298

A Web Service Selection Algorithm Based on Multiple QoS Registration Centers and Heterogeneous QoS Model

doi: 10.3724/SP.J.1146.2010.00298
  • Received Date: 2010-03-26
  • Rev Recd Date: 2010-08-25
  • Publish Date: 2011-01-19
  • Web service selection based on QoS is still challenging because the multiple QoS registration centers and heterogeneous QoS models make decision-making hard. Based on Multi-Attribute Group Decision-Making (MAGDM) theory, this paper presents a novel Multiple Registration centers and Heterogeneous QoS models Web Service Selection Algorithm (MRHQ_WSSA) to solve the above difficulties for the first time. Through evaluating the QoS information of all QoS registration centers, MRHQ_WSSA can obtain the synthetically optimal composition plan. It includes five main steps: normalizing the users QoS preference, calculating the group preference, weighting normalized decision-matrix, determining group ideal solution and calculating the relative closeness to the group ideal solution. And a set of experiments demonstrate the benefits and effectiveness of the approach.
  • loading
  • Yang F C, Su S, and Li Z. Hybrid QoS-aware semantic web service composition strategies[J].Science in China Series F-information Sciences.2008, 51(11):1822-1840[2]Zeng L Z, Benatallah B, and Ngu A H H. QoS-Aware middleware for Web services composition[J].IEEE Transactions on Software Engineering.2004, 30(5):311-327[3]Su S, Li F, and Yang F C. Iterative selection algorithm for service composition in distributed environments[J].Science in China Series F-information Sciences.2008, 51(11):1841-1856[4]Liu Y, Ngu A H H, and Zeng L Z. QoS computation and policing in dynamic Web service selection. Proceedings of the WWW 2004. New York, ACM Press, 2004: 42-53.[5]Wang Ping. QoS-aware web services selection with intuitionistic fuzzy set under consumers vague perception[J].Expert Systems with Applications.2009, 36(3):4460-4466[6]Ma Yue and Zhang Cheng Wen. Quick convergence of genetic algorithm for QoS-driven web service selection[J].Computer Networks.2008, 52(5):1093-1104[7]Tao Fei, Zhao Dong-ming, and Hu Ye-fa, et al.. Correlation-aware resource service composition and optimal-selection in manufacturing grid[J].European Journal of Operational Research.2010, 201(1):129-143[8]Shih Hsu-shih, Shyur Huan-jyh, and Lee E S. An extension of TOPSIS for group decision making[J].Mathematical and Computer Modeling.2007, 45(7-8):801-813[9]Stradi B and Haven E. Optimal investment strategy via interval arithmetic[J].International Journal of Theoretical and Applied Finance.2005, 8(2):185-205[10]Chang W. Ranking of fuzzy utilities with triangular membership functions. Proceedings of International Conference on Policy Analysis and Systems, 1981: 263-272.[11]Atanassov K. Intuitionistic fuzzy sets[J].Fuzzy Sets and Systems.1986, 20(1):87-96[12]Wang Ying-ming and Elhag T M S. On the normalization of interval and fuzzy weights[J].Fuzzy Sets and Systems.2006, 157(18):2456-2471[13]Kulisch U W. Numerical validation in current hardware architectures. International Dagstuhl Seminar, Dagstuhl Castle, Germany, 2009: 9-20.[14]Jahanshahloo G R, Hosseinzadeh Lotfi F, and Davoodi A R. Extension of TOPSIS for decision-making problems with interval data: Interval efficiency[J].Mathematical and Computer Modeling.2009, 49(5-6):1137-1142
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (3760) PDF downloads(968) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return