DocumentCode :
260116
Title :
QoS-aware web service selection based on harmony search
Author :
Mohammed, Merzoug ; Chikh, Mohammed Amine ; Fethallah, Hadjila
Author_Institution :
Comput. Sci. Dept., UABT Univ., Tlemcen, Algeria
fYear :
2014
fDate :
9-10 Nov. 2014
Firstpage :
1
Lastpage :
6
Abstract :
Retrieving most suitable web services from large collection of instances is very crucial for decision makers, In this context QoS properties may play a central role in selecting web service compositions that serve complex requests. A number of approaches have been proposed to resolve Web service selection problem, we distinguish several classes such as the mono objective selection, the multi-objective selection and the hybrid selection. In this paper, we propose a mono objective approach based on harmony search algorithm, this later is able to get a near optimal composition, by leveraging various movements such as local search, memory based movements, random walk etc. Experimental results are very encouraging, and show that the proposed algorithm is more effective than the genetic and bees algorithms.
Keywords :
Web services; quality of service; search problems; QoS-aware Web service selection; harmony search algorithm; hybrid selection; monoobjective selection; multiobjective selection; Abstracts; Computational modeling; Concrete; Linear programming; Optimization; Quality of service; Web services; combinatory optimization; harmony search; quality of service; service oriented architecture; web service selection; web services;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
ISKO-Maghreb: Concepts and Tools for knowledge Management (ISKO-Maghreb), 2014 4th International Symposium
Conference_Location :
Algiers
Print_ISBN :
978-1-4799-7507-5
Type :
conf
DOI :
10.1109/ISKO-Maghreb.2014.7033465
Filename :
7033465
Link To Document :
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