3.1 Max-Cut problem

Given a graph G = (V,E) with edge weights wij for ij E and wij = 0 for ij ⁄∈ E, Max-Cut is the problem of finding a bipartition of the nodes V such that the sum of the weights of the edges across the bipartition is maximized. Let n = |V | be the cardinality of V ; we can state Max-Cut as

maximize i<jwij( 1- x x )
  ----i-j
     2
subject to x ∈{-1,1}n.
We can rewrite the problem of Max-Cut as
maximize 1
4xTQx
subject to x ∈{0,1}n.
where Q is the Laplacian matrix of the weighted graph G.
  3.1.1 Max-Cut heuristic
  3.1.2 Conversion tools
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