基于免疫克隆优化算法的传感器网络资源分配  

Resource Allocation for Wireless Sensor Networks Based on Immune Clone Optimization Algorithm

作　　者：汪宏海 张正球[2] 

机构地区：[1]赣州师范高等专科学校计算机系,江西赣州341000 [2]福建师范大学软件学院,福建福州350117

出　　处：《福建师范大学学报（自然科学版）》2013年第5期26-29,35,共5页Journal of Fujian Normal University：Natural Science Edition

基　　金：福建省教育厅资助项目(JK2010010);福建省自然科学基金资助项目(2011J01339)

摘　　要：基于无线传感器网络中资源分配的NP特性,提出了一种基于免疫克隆优化的资源分配算法.具体给出了资源分配问题的数学模型和免疫克隆算法实现过程,还包含免疫算法求解中的关键技术,抗体克隆时根据激励度进行,保证了解的多样性并避免早熟收敛.实验结果表明,本算法目标检测成功率高,具有较好的检测结果.For the NP-hard feature of resource allocation in wireless sensor network, an im- mune clone optimization algorithm was proposed, the optimization model and algorithm implementa- tion process of resource allocation were given, the key technique of immune algorithm was de- signed. It is that clone was done according to the degree of incentive which ensure the diversity of solution and avoiding the immure convergence. The experimental results show that the algorithm has a higher target detection rate and better detection results.

关 键 词：免疫克隆 抗体激励度 无线传感器网络 资源分配 

分 类 号：TP393[自动化与计算机技术—计算机应用技术] TP18[自动化与计算机技术—计算机科学与技术]