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Zhou, CS; Chen, TL; Zhou, CS , NANKAI UNIV,DEPT PHYS,TIANJIN 300071,PEOPLES R CHINA.
Chaotic annealing for optimization
Source PublicationPHYSICAL REVIEW E
KeywordNeural-network Model Memory
AbstractWe 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.
1997
ISSN1063-651X
Volume55Issue:3Pages:2580-2587
Subject AreaPhysics
Indexed BySCI
Document Type期刊论文
Identifierhttp://ir.itp.ac.cn/handle/311006/12507
Collection理论物理所科研产出_SCI论文
Corresponding AuthorZhou, CS , NANKAI UNIV,DEPT PHYS,TIANJIN 300071,PEOPLES R CHINA.
Recommended Citation
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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