In this note, we discuss a Markov chain formulation of the k-SAT problem an
d the propel-ties of the resulting transition matrix. The motivation behind
this work is to relate the phase transition in the k-SAT problem to the ph
enomenon of "cut-off" in Markov chains. We use the idea of weak-lumpability
to reduce the dimension of our transition matrix to manageable proportions
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