On optimal decision for QoS-aware composite service selection

被引:6
|
作者
Fan X. [1 ]
Fang X. [2 ]
机构
[1] School of Computer and Information Technology, Shanxi University, Taiyuan Shanxi
[2] Department of Information and Computer Science, Anhui University of Science and Technology, Huainan Anhui
关键词
Niche technique; Particle swarm optimization; Service selection; Simulated annealing; Web service;
D O I
10.3923/itj.2010.1207.1211
中图分类号
学科分类号
摘要
With the development of web service theories and technologies, it has been an effective approach to satisfy users' requirements through service composition. Service selection is an important part of service composition and its efficiency has direct impact on the quality of composite service. Therefore, in this study, a novel service selection algorithm, named Niche Particle Swarm Optimization (NPSO) algorithm is presented, which integrates Simulated Annealing (SA) and niche technique into Particle Swarm Optimization (PSO) and inherits the rapid local search ability of PSO and global convergence of SA. Experimental results show that NPSO algorithm is not only feasible but also efficient in the process of solving the web service selection problem. © 2010 Asian Network for Scientific Information.
引用
收藏
页码:1207 / 1211
页数:4
相关论文
共 50 条
  • [31] Efficient QoS-Aware Service Composition with a Probabilistic Service Selection Policy
    Klein, Adrian
    Ishikawa, Fuyuki
    Honiden, Shinichi
    SERVICE-ORIENTED COMPUTING - ICSOC 2010, PROCEEDINGS, 2010, 6470 : 182 - +
  • [32] A Collaborative Approach to Predicting Service Price for QoS-Aware Service Selection
    Wang, Puwei
    Kalia, Anup K.
    Singh, Munindar P.
    2015 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS), 2015, : 33 - 40
  • [33] Sub-Composite Service Enabled QoS-Aware Service Composition
    Chen, Xi
    Zeng, Huaxin
    Dou, Jun
    PROCEEDINGS 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, (ICCSIT 2010), VOL 1, 2010, : 340 - 345
  • [34] A QoS-aware service selection algorithm for multimedia service overlay networks
    Li, Wenzhong
    Wang, Yilin
    Li, Chunhong
    Lu, Sanglu
    Chen, Daoxu
    2007 INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS, VOLS 1 AND 2, 2007, : 379 - 386
  • [35] A Heuristic QoS-Aware Service Selection Approach to Web Service Composition
    Liu, Dongmei
    Shao, Zhiqing
    Yu, Caizhu
    Fan, Guisheng
    PROCEEDINGS OF THE 8TH IEEE/ACIS INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE, 2009, : 1184 - 1189
  • [36] QoS-aware Web Service Selection Accounting for Uncertain Constraints
    Georgieva, Olga
    Petrova-Antonova, Dessislava
    2014 40TH EUROMICRO CONFERENCE SERIES ON SOFTWARE ENGINEERING AND ADVANCED APPLICATIONS (SEAA 2014), 2014, : 174 - 177
  • [37] A Framework for QoS-aware Multimedia Service Selection for Wireless Clients
    Hossain, M. Shamim
    Alamri, Atif
    El Saddik, Abdulmotaleb
    WMUNEP'07: PROCEEDINGS OF THE THIRD ACM WORKSHOP ON WIRELESS MULTIMEDIA NETWORKING AND PERFORMANCE MODELING, 2007, : 16 - 22
  • [38] An Entropy Decision Model for Selection of QoS-Aware Services Provisioning
    Wang, Ping
    FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 1, PROCEEDINGS, 2008, : 552 - 558
  • [39] QoS-Aware Web Service Semantic Selection Based on Preferences
    Iordache, Raluca
    Moldoveanu, Florica
    24TH DAAAM INTERNATIONAL SYMPOSIUM ON INTELLIGENT MANUFACTURING AND AUTOMATION, 2013, 2014, 69 : 1152 - 1161
  • [40] QoS-Aware Web Service Selection Based On Harmony Search
    Mohammed, Merzoug
    Chikh, Mohammed Amine
    Fethallah, Hadjila
    2014 4TH INTERNATIONAL SYMPOSIUM ISKO-MAGHREB: CONCEPTS AND TOOLS FOR KNOWLEDGE MANAGEMENT (ISKO-MAGHREB), 2014,