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arxiv: cs/0511107 · v1 · submitted 2005-11-30 · 💻 cs.CC · cond-mat.stat-mech

Phase transition in the assignment problem for random matrices

classification 💻 cs.CC cond-mat.stat-mech
keywords problemphaseassignmentproblemstransitionaccuratealgorithmsanalytic
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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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