Research on Intelligence Optimization of Web Service Composition for QoS

被引:0
|
作者
Li, Jianjun [1 ]
Yu, Bin [1 ]
Chen, Wuping
机构
[1] Zhengzhou Informat Sci & Technol Inst, Zhengzhou 450004, Peoples R China
关键词
Web Service Composition; Shuffled Frog Leaping Algorithm; Particle Swarm Optimization Algorithm; Intelligent Optimization Algorithm; Quality of Service;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With quality of service as the restraint, in accordance with the features of service composition, this paper proposes an intelligent optimization algorithm for Web service composition. By combining a wide search range of shuffled frog leaping algorithm and high accuracy of particle swarm optimization algorithm, this algorithm can find the best one from a lot of service composition schemes. Simulation results show that the algorithm designed by this paper can overcome the low accuracy of shuffled frog leaping algorithm and instability of particle swarm optimization algorithm, and can find the better service composition scheme in all cases.
引用
收藏
页码:227 / 235
页数:9
相关论文
共 50 条
  • [1] QoS Oriented Web Service Composition and Optimization in SOA
    Liu, Bing
    Shi, Yuliang
    Wang, Haiyang
    JCPC: 2009 JOINT CONFERENCE ON PERVASIVE COMPUTING, 2009, : 605 - 610
  • [2] Research on Web Service Composition Based on QoS Constraint
    Yan, Liangda
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING AND INFORMATION TECHNOLOGY APPLICATIONS, 2015, 28 : 550 - 553
  • [3] Research on QoS-Based Web Service Composition
    Mao, Yimei
    Le, Jiajin
    INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER CONTROL : ICACC 2009 - PROCEEDINGS, 2009, : 509 - +
  • [4] Research on QoS reliability Prediction in Web Service Composition
    Lou Yuan-sheng
    Jiang Man-fei
    Xu Hong-tao
    2013 12TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS TO BUSINESS, ENGINEERING & SCIENCE (DCABES), 2013, : 11 - 15
  • [5] Adaptive Web Service Composition Insuring Global QoS Optimization
    Hammas, Olfa
    Ben Yahia, Saloua
    Ben Ahmed, Samir
    2015 INTERNATIONAL SYMPOSIUM ON NETWORKS, COMPUTERS AND COMMUNICATIONS (ISNCC 2015), 2015,
  • [6] Research on web service composition selection based on QoS metrics
    Liao, Libin
    Wang, Siwei
    Wu, Jianbin
    2023 15TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE, ICACI, 2023,
  • [7] QoS-based Web Service Composition Technology Research
    Li Xiaotang
    Zhan Feng
    Zhan Shaobin
    2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 4, 2010, : 601 - 604
  • [8] Web Service Composition based on QoS with Chaos Particle Swarm Optimization
    Wang Li
    He Yan-xiang
    2010 6TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS NETWORKING AND MOBILE COMPUTING (WICOM), 2010,
  • [9] On Web Service Composition with QoS Constraint
    Liu, Wentao
    COMPUTATIONAL MATERIALS SCIENCE, PTS 1-3, 2011, 268-270 : 1838 - 1843
  • [10] QoS Analysis for Web Service Composition
    Zheng, Huiyuan
    Zhao, Weiliang
    Yang, Jian
    Bouguettaya, Athman
    2009 IEEE INTERNATIONAL CONFERENCE ON SERVICES COMPUTING, 2009, : 235 - +