Title :
Optimal Web Service Composition Based on Context-Awareness and Genetic Algorithm
Author :
Yuan Yuan ; Xiuguo Zhang ; Wenxi Sun ; Zhiying Cao ; Hao Wang
Author_Institution :
Sch. of Inf. Sci. & Technol., Dalian Maritime Univ., Dalian, China
Abstract :
This paper presents a Web service composition method which supports the associations of services in order to improve the success rate of Web service composition and the quality of the composite service. Firstly, a context-aware web service composition model is built and this paper introduces the concept of service-correlation matrix which means presenting the context of service components in the form of matrix and dynamically updating the matrix with context-awareness technology. Secondly, this paper introduces genetic algorithm into web service composition. Experimental results indicate that the method in this paper effectively reduces the deviation between the theoretical value and the practical value of the context properties of the composite web services which are significantly associated with others.
Keywords :
Web services; genetic algorithms; matrix algebra; ubiquitous computing; context-awareness; genetic algorithm; optimal Web service composition; service-correlation matrix; Context; Genetic algorithms; Heuristic algorithms; Quality of service; Sociology; Statistics; Web services; Context-aware; Genetic Algorithm; Service Composition; Service-correlation;
Conference_Titel :
Information Science and Cloud Computing Companion (ISCC-C), 2013 International Conference on
Conference_Location :
Guangzhou
DOI :
10.1109/ISCC-C.2013.98