1. QoS-aware service composition using NSGA-II 1
- Author
-
Yujie Yao and Haopeng Chen
- Subjects
Set (abstract data type) ,Service (systems architecture) ,Computer science ,Distributed computing ,Quality of service ,Sorting ,Service composition ,Web service ,computer.software_genre ,computer ,Qos aware - Abstract
Web services are rapidly changing the landscape of software engineering. One of the most important technologies introduced by them is Web service composition (WSC). In this paper, we model the Quality of Service (QoS)-aware service composition problem as a multiobjective optimization problem (MOP). A corresponding algorithm that based on Nondominated Sorting Genetic Algorithm-II (NSGA-II) is proposed to solve the problem. The algorithm generates a set of Pereto optimal solutions which satisfy users' requirement. Our experimental results show that by using the proposed algorithm, we can give service consumers several different feasible solutions which make decision easier.
- Published
- 2009
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