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  • 标题:QoS-Aware Multiobjective Optimization Algorithm for Web Services Selection with Deadline and Budget Constraints:
  • 本地全文:下载
  • 作者:Xianzhong Han ; Yingchun Yuan ; Chen Chen
  • 期刊名称:Advances in Mechanical Engineering
  • 印刷版ISSN:1687-8140
  • 电子版ISSN:1687-8140
  • 出版年度:2014
  • 卷号:6
  • 页码:1-7
  • DOI:10.1155/2014/361298
  • 语种:English
  • 出版社:Sage Publications Ltd.
  • 摘要:The problem of QoS-aware multiobjective optimization is an important issue for Web services selection in distributed computing environment. In this paper, a novel algorithm called MOASS (multiobjective optimization algorithm for web service selection) is proposed through analyzing the genetic operators such as constraint handling, the initial population generation, fitness assignment, and diversity preservation. Compared with MOEAWP (Yu et al., 2007), simulation results show that the feasible objective region can be filled uniformly with the optimal solutions obtained by MOASS under different test applications. In the case of higher constraints especially, MOASS can obtain more high-quality and evenly distributed nondominated solutions than MOEAWP.
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