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基于遗传规划的服务匹配算法研究
引用本文:邓磊,吴健,马满福,胡正国. 基于遗传规划的服务匹配算法研究[J]. 计算机应用, 2006, 26(7): 1686-1688
作者姓名:邓磊  吴健  马满福  胡正国
作者单位:西北工业大学,计算机学院,陕西,西安,710072
基金项目:国家高技术研究发展计划(863计划)
摘    要:将服务组合的问题视为一个Agent动作规划的问题,给出了一个基于动作规划的服务组合模型。进而结合遗传规划的可变分层结构,提出了一个适应于上述模型的服务匹配算法。仿真实验表明,在具有关联特征的服务选择空间中,该算法比其他算法具有更好的寻优能力和更快的速度。

关 键 词:动作  遗传规划  服务匹配
文章编号:1001-9081(2006)07-1686-03
收稿时间:2006-01-10
修稿时间:2006-01-102006-04-06

Service composition model and implementation based on genetic programming
DENG Lei,WU Jian,MA Man-fu,HU Zheng-guo. Service composition model and implementation based on genetic programming[J]. Journal of Computer Applications, 2006, 26(7): 1686-1688
Authors:DENG Lei  WU Jian  MA Man-fu  HU Zheng-guo
Abstract:Based on the feature abstraction in semantic service,the elementary service can be abstracted as action rule unit(ARU).So,a services composition model based on action planning was proposed.In order to satisfy the functional and nonfunctional needs,a service matching algorithm based on genetic programming(GP-SMA),was introduced by integrating with the variable and layered structure of genetic programming.The action rules among these ARU guide the planning process.Simulation results show that this algorithm exhibits some good performances such as find-best ability and efficiency in the selection space of associated service.
Keywords:action   genetic programming   service matching
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