A Genetic Programming-Based Algorithm for Composing Web Services

Created by W.Langdon from gp-bibliography.bib Revision:1.7410

@InProceedings{Mucientes:2009:ISDA,

• author = "Manuel Mucientes and Manuel Lama and Miguel I. Couto",
• title = "A Genetic Programming-Based Algorithm for Composing Web Services",
• booktitle = "Ninth International Conference on Intelligent Systems Design and Applications, ISDA '09",
• year = "2009",
• month = nov # " 30-" # dec # " 2",
• address = "Piza, Italy",
• pages = "379--384",
• 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",
• URL = "http://www.gsi.dec.usc.es/mucientes/pubs/Mucientes09_isda.pdf",
• DOI = "doi:10.1109/ISDA.2009.155",
• 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.",
• 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