ITP OpenIR  > 理论物理所1978-2010年知识产出
Chaotic annealing for optimization
Zhou, CS; Chen, TL; Zhou, CS , NANKAI UNIV,DEPT PHYS,TIANJIN 300071,PEOPLES R CHINA.
1997
发表期刊PHYSICAL REVIEW E
ISSN1063-651X
卷号55期号:3页码:2580-2587
摘要We study the effect of chaotic transient for a global minima search in optimization. For a given energy or cost function, a chaotic evolution system in which chaos provides a scheme for searching the minima of the energy function in the state space can be constructed generally. By controlling a bifurcation parameter from the chaotic dynamics regime to the fixed-point regime gradually the system may eventually reach the global optimum state or its good approximation with very high probability. A double potential well and a traveling salesman problem are used to numerically illustrate the validity of chaotic transient search.
部门归属CHINA CTR ADV SCI & TECHNOL,WORLD LAB,BEIJING 100080,PEOPLES R CHINA; ACAD SINICA,INST THEORET PHYS,BEIJING 100080,PEOPLES R CHINA
关键词Neural-network Model Memory
学科领域Physics
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收录类别SCI
文献类型期刊论文
条目标识符http://ir.itp.ac.cn/handle/311006/12507
专题理论物理所1978-2010年知识产出
通讯作者Zhou, CS , NANKAI UNIV,DEPT PHYS,TIANJIN 300071,PEOPLES R CHINA.
推荐引用方式
GB/T 7714
Zhou, CS,Chen, TL,Zhou, CS , NANKAI UNIV,DEPT PHYS,TIANJIN 300071,PEOPLES R CHINA.. Chaotic annealing for optimization[J]. PHYSICAL REVIEW E,1997,55(3):2580-2587.
APA Zhou, CS,Chen, TL,&Zhou, CS , NANKAI UNIV,DEPT PHYS,TIANJIN 300071,PEOPLES R CHINA..(1997).Chaotic annealing for optimization.PHYSICAL REVIEW E,55(3),2580-2587.
MLA Zhou, CS,et al."Chaotic annealing for optimization".PHYSICAL REVIEW E 55.3(1997):2580-2587.
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