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Phase transition in the assignment problem for random matrices

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Published 26 October 2005 2005 EDP Sciences
, , Citation J. G. Esteve and F. Falceto 2005 EPL 72 691 DOI 10.1209/epl/i2005-10296-6

0295-5075/72/5/691

Abstract

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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10.1209/epl/i2005-10296-6