An extended artificial bee colony with skyline operator for solving the QoS uncertainty-aware web service composition under interval QoS properties

dc.contributor.author	Seghir, Fateh
dc.contributor.author	Ghizlane, Khababa
dc.date.accessioned	2024-03-11T18:49:24Z
dc.date.available	2024-03-11T18:49:24Z
dc.date.issued	2021-05-25
dc.description.abstract	In this paper, we provide an extended artificial bee colony (EABC) algorithm with skyline operator for solving the QoS uncertainty-aware web service composition (IQSC) problem, where the uncertain QoS properties have been expressed as intervals numbers. At first, we formulate the addressed problem as an interval constrained single-objective optimization model. Then we employ the skyline operator to reduce the search space of IQSC. Whereas, the EABC algorithm has been performed to solve IQSC in a reduced search space more effectively and efficiently. To validate the performance and efficiency of the proposed approach, we present the experimental comparisons to an existing skyline-based PSO algorithm on an interval extended version of the public QWS dataset.
dc.identifier.isbn	978-9931-9788-0-0
dc.identifier.uri	http://dspace.univ-oeb.dz:4000/handle/123456789/18704
dc.language.iso	en
dc.publisher	University of Oum El Bouaghi
dc.subject	Web service composition; Quality of Service (QoS); Interval number; Skyline operator; Artificial bee colony.
dc.title	An extended artificial bee colony with skyline operator for solving the QoS uncertainty-aware web service composition under interval QoS properties
dc.type	Article

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