A Distributed Service Oriented Framework for Metaheuristics Using a Public Standard

• P. García-Sánchez ^[1] ; J. González ^[1] ; P.A. Castillo ^[1] ; J.J. Merelo ^[1] ; A.M. Mora ^[1] ; J.L.J. Laredo ^[1] ; M.G. Arenas ^[1]
  1. [1] Universidad de Granada

     Universidad de Granada

     Granada, España

     
• Localización: Nature Inspired Cooperative Strategies for Optimization (NICSO 2010) / coord. por Juan R. González, David Alejandro Pelta Mochcovsky, Carlos Cruz, Germán Terrazas, Natalio Krasnogor, 2010, ISBN 978-3-642-12537-9, págs. 211-222
• Idioma: inglés
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• Resumen

  • This work presents a Java-based environment that facilitates the development of distributed algorithms using the OSGi standard. OSGi is a plug-in oriented development platform that enables the installation, support and deployment of components that expose and use services dynamically. Using OSGi in a large researcharea, like the Heuristic Algorithms, facilitate the creation or modification of algorithms, operators or problems using its features: event administration, easy service implementation, transparent service distribution and lifecycle management. In this work, a framework based in OSGi is presented, and as an example two heuristics have been developed: a Tabu Search and a Distributed Genetic Algorithm