| A Biologic Behavior Simulation： Living Migration Algorithm （LMA） |
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| 引用本文： | 李豆豆,邵世煌,齐金鹏.A Biologic Behavior Simulation： Living Migration Algorithm （LMA）[J].东华大学学报(英文版),2008,25(2):130-134. |
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| 作者姓名： | 李豆豆 邵世煌 齐金鹏 |
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| 作者单位： | College of Information Science and Technology, Donghua University, Shanghai 201620, China |
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| 摘 要： | Biologic behaviors are the principal source for proposing new intelligent algorithms. Based on the mechanism of the bio-subsistence and the bio-migration, this paper proposes a novel algorithm-Living Migration Algorithm （LMA）. The original contributions of LMA are three essential attributes of each individual： the minimal life-needs which are the necessaries for survival, the migrating which is a basal action for searching new living space, and the judging which is an important ability of deciding whether to migrate or not. When living space of all individuals can satisfy the minimal life-needs at some generation, they are considered as the optimal living places where objective functions will obtain the optima. LMA may be employed in large-scale computation and engineering field. The paper mostly operates LMA to deal with four non-linear and heterogeneous optimizations, and experiments prove LMA has better performances than Free Search algorithm.
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| 关 键 词： | 粒子群最优化 蚁群搜索 生物迁移算法 生物行为模拟 |
A Biologic Behavior Simulation： Living Migration Algorithm （LMA） |
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| LI Dou-dou,SHAO Shi-huang,QI Jin-peng.A Biologic Behavior Simulation： Living Migration Algorithm （LMA）[J].Journal of Donghua University,2008,25(2):130-134. |
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| Authors: | LI Dou-dou SHAO Shi-huang QI Jin-peng |
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| Institution: | College of Information Science and Technology, Donghua University, Shanghai 201620, China |
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| Abstract: | bio-migration free search particle swarm optimization ant colony search |
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| Keywords: | bio-migration free search particle swarm optimization ant colony search |
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