Service oriented evolutionary algorithms

作     者：Garcia-Sanchez, P. Gonzalez, J. Castillo, P. A. Arenas, M. G. Merelo-Guervos, J. J. 

作者机构：Univ Granada Dept Comp Architecture & Comp Technol ETS Ing Informat & Telecomunicac Granada Spain Univ Granada CITIC UGR Granada Spain 

出 版 物：《SOFT COMPUTING》 (Soft Comput.)

年 卷 期：2013年第17卷第6期

页      面：1059-1075页

核心收录：

学科分类：08[工学] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

基　　金：FPU research grant [AP2009-2942] AmIVital project [CENIT2007-1010] EvOrq project [P08-TIC-03903] UGR PR-PP2011-5 TIN2011-28627-C04-02 

主　　题：Evolutionary algorithms Service oriented architecture Service oriented science Web services Interoperability Distributed computing 

摘      要：This work presents a service oriented architecture for evolutionary algorithms, and an implementation of this architecture using a specific technology (called OSGiLiath). Service oriented architecture is a computational paradigm where users interact using services to increase the integration between systems. The presented abstract architecture is formed by loosely coupled, highly configurable and language-independent services. As an example of an implementation of this architecture, a complete process development using a specific service oriented technology is explained. With this implementation, less effort than classical development in integration, distribution mechanisms and execution time management has been attained. In addition, steps, ideas, advantages and disadvantages, and guidelines to create service oriented evolutionary algorithms are presented. Using existing software, or from scratch, researchers can create services to increase the interoperability in this area.