Phase transition in the assignment problem for random matrices

被引:1
|
作者
Esteve, JG [1 ]
Falceto, F
机构
[1] Univ Zaragoza, Dept Fis Teor, E-50009 Zaragoza, Spain
[2] Univ Zaragoza, Inst Biocomputac & Fis Sistemas Complejos, Zaragoza, Spain
来源
EUROPHYSICS LETTERS | 2005年 / 72卷 / 05期
关键词
D O I
10.1209/epl/i2005-10296-6
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We report an analytic and numerical study of a phase transition in a P problem (the assignment problem) that separates two phases whose representatives are the simple matching problem (an easy P problem) and the traveling-salesman problem (a NP-complete problem). Like other phase transitions found in combinatoric problems (K-satisfiability, number partitioning) this can help to understand the nature of the difficulties in solving NP problems an to find more accurate algorithms for them.
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页码:691 / 697
页数:7
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