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从免疫学的角度出发,研究了免疫系统体液免疫应答原理,基于免疫应答机制,模拟了人体免疫系统的克隆选择、细胞选择、记忆细胞获取、抗体浓度调节等机制,提出了一种新的免疫优化算法.设计了基站选址优化问题的数学模型,给出了一种基于免疫计算的基站选址优化方案,并对所提出的算法进行了收敛性分析.仿真结果表明:所提方案能以相对较低的网络建设成本获得较高的网络覆盖率,具有较好的应用价值.
Based on immunology, the mechanism of humoral immune response in immune system was studied. Based on the mechanism of immune response, the mechanisms of immune selection, cell selection, memory cells acquisition and antibody concentration regulation were simulated, and a new immune Optimization algorithm.A mathematical model of base station location optimization problem is designed and a base station location optimization scheme based on immune calculation is given and the convergence of the proposed algorithm is analyzed.The simulation results show that: Relatively low network construction costs to get a higher network coverage, with good value.