生存迁移分析及其应用  

Living Migration Analysis and Its Application

作　　者：李豆豆[1] 邵世煌[1] 王晴 

机构地区：[1]东华大学信息科学与技术学院,上海201620 [2]贾汪区职教中心计算机教研室,徐州221011

出　　处：《计算机工程》2008年第16期194-197,共4页Computer Engineering

基　　金：教育部高校博士点基金资助项目(20060255006)

摘　　要：通过模拟自然界生物的生存迁移过程建立一种自适应概率算法——生存迁移算法(LMA)。它模拟了生物通过比较生存状况和生存极限确定是否需要迁移,进而寻求更好生存状况的机制。生存状况使生物逐步了解未知的生存空间,生存极限使生物具有判断的标准,迁移使生物具有寻求生存的能力。给出LMA的机理和模型,分析LMA求解全局优化问题的收敛性。实验结果表明LMA在应用中具有较好的收敛性。A new adaptive-probability algorithm for global optimization, Living Migration Algorithm（LMA）, is proposed by simulation of bio-subsistence and bio-migration in this paper. It simulates the mechanism that biology decides whether to migrate by comparing the standard of living with the minimal life-needs for searching better life. Unknown search space can be acquainted gradually by means of the standard of living, and biology can judge whether to migrate in terms of the minimal life-needs for seeking better living space. The mechanism and the model of LMA are given. And also given are convergence quality of LMA dealing with the global optimizations in terms of probability. Experimental results show that LMA has perfect convergence.

关 键 词：生物迁移 全局优化 收敛性 概率 

分 类 号：TP18[自动化与计算机技术—控制理论与控制工程]