Towards Geometry-Preserving Reductions Between Constraint Satisfaction Problems (and other problems in NP)
Abstract
Motivated by phase transitions in combinatorial optimization problems, we define two kinds of geometry-preserving reductions between constraint satisfaction problems and other NP-search problems. We give a couple of examples and counterexamples for these reductions.
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