Ant Colony System Based Algorithm for QoS-Aware Web Service Selection
| dc.contributor.author | Zheng, Xiao | |
| dc.contributor.author | Luo, Jun-Zhou | |
| dc.contributor.author | Song, Ai-Bo | |
| dc.contributor.editor | Kowalczyk, Ryszard | |
| dc.date.accessioned | 2019-05-06T08:56:57Z | |
| dc.date.available | 2019-05-06T08:56:57Z | |
| dc.date.issued | 2007 | |
| dc.description.abstract | QoS-aware service selection is an active area of research on Web services composition. It is a complex combinatorial optimization problem, which solves how to find a best composition plan that maximizes user QoS requirement. This paper presents a QoS-aware Web service selection algorithm based on Ant Colony System. Firstly, a proposed Web Services Composition graph (WSC graph) is applied to model the composition problem. Then an extended Ant Colony System using a novel Ant clone rule is applied to solve the selection problem. In order to quicken the speed of its convergence, the utility function is considered as the heuristic information. Finally, the algorithm is tested for the performance. | en |
| dc.identifier.isbn | 978-3-88579-211-6 | |
| dc.identifier.pissn | 1617-5468 | |
| dc.identifier.uri | https://dl.gi.de/handle/20.500.12116/22149 | |
| dc.language.iso | en | |
| dc.publisher | Gesellschaft für Informatik e. V. | |
| dc.relation.ispartof | Grid service engineering and management – the 4th international conference on grid service engineering and management – GSEM 2007 | |
| dc.relation.ispartofseries | Lecture Notes in Informatics (LNI) - Proceedings, Volume P-117 | |
| dc.subject | Web Service Selection | |
| dc.subject | Quality of Service (QoS) | |
| dc.subject | Utility Function | |
| dc.subject | Ant Colony System | |
| dc.title | Ant Colony System Based Algorithm for QoS-Aware Web Service Selection | en |
| dc.type | Text/Conference Paper | |
| gi.citation.endPage | 50 | |
| gi.citation.publisherPlace | Bonn | |
| gi.citation.startPage | 39 | |
| gi.conference.date | September 25 - 26, 2007 | |
| gi.conference.location | Leipzig | |
| gi.conference.sessiontitle | Regular Research Papers |
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