A Genetic Programming-Based Algorithm for Composing Web Services
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- @InProceedings{Mucientes:2009:ISDA,
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author = "Manuel Mucientes and Manuel Lama and Miguel I. Couto",
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title = "A Genetic Programming-Based Algorithm for Composing
Web Services",
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booktitle = "Ninth International Conference on Intelligent Systems
Design and Applications, ISDA '09",
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year = "2009",
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month = nov # " 30-" # dec # " 2",
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address = "Piza, Italy",
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pages = "379--384",
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keywords = "genetic algorithms, genetic programming, SBSE, Web
protocols, Web services composition, context-free
grammar, genetic programming-based algorithm, network
accessible, search process, Web services, context-free
grammars, information retrieval, protocols",
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URL = "
http://www.gsi.dec.usc.es/mucientes/pubs/Mucientes09_isda.pdf",
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DOI = "
doi:10.1109/ISDA.2009.155",
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abstract = "Web services are interfaces that describe a collection
of operations that are network-accessible through
standardized Web protocols. When a required operation
is not found, several services can be compounded to get
a composite service that performs the desired task. To
find this composite service, a search process over a
huge search space must be performed. The algorithm that
composes the services must select the adequate atomic
processes and, also, must choose the correct way to
combine them using the different available control
structures. In this paper a genetic programming
algorithm for Web services composition is presented.
The algorithm has a context-free grammar to generate
the valid structures of the composite services.
Moreover, it includes a method to update the attributes
of each node. A full experimental validation with a
repository of 1,000 Web services has been done, showing
a great performance as the algorithm finds a valid
solution in all the tests.",
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notes = "p379 {"}it is possible to compose a new service
automatically{"}. Steepest ascent Local search. CHC.
BNF? p384 {"}in all the test examples and acceptable
solution has be found in all the runs{"}. Also known as
\cite{5364880}",
- }
Genetic Programming entries for
Manuel Mucientes Molina
Manuel Lama Penin
Miguel Ixen Couto Perez
Citations