12_Min_Global_Cut - 15.082 and 6.855J April 1, 2003 The...

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1 15.082 and 6.855J April 1, 2003 The Global Min Cut problem
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2 Global Min cut INPUT : A network G = (N, A) OUTPUT: A cut (S, N\S) such that cap(S, N\S) is minimum. Note : We do not assume that there is a source node s and destination node t. Typically, but not always, the network is undirected.
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3 Application to the TSP: Traveling Salesman Problem What is a minimum length tour that visits each point?
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4 An integer programming formulation Let x ij = 1 if there is an arc (i,j) in the tour T x ij = 0 otherwise. There are two arcs incident to node i For every cutset (S, N-S), there are two arcs from S to N-S. 2 for each node ij j x i = , \ for each node set ij i S j N S x S N & & 0 1 integer for each , ij ij x x i j j (1) (3) (4) (2) for each , ij ji x x i j =
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5 Any integer solution will be a tour Any solution to (1) and (3) and (4) will be the union of disjoint directed cycles. But 2 or more disjoint cycles violates (2). S
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6 More on the formulation Suppose that one has a solution to the linear program satisfying (1), (3) and (4) but relaxing the integrality constraints. Separation problem: Either show that all constraints in (2) are satisfied or else determine a violated constraint. , \ 2 for each node set ij i S j N S x S N & & Interpretation : each cut has flow at least 2. Note: the separation problem is repeatedly solved by the best TSP solvers.
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7 The TSP example Let x be a flow satisfying (1), (3) and (4). Let (S, T) be the minimum global cut in G. 2/3 2/3 1/2 The solution x is feasible for the LP if and only if the capacity of the cut is at least 2. Let G = (N, A) be a graph in which u ij is the value x ij in the LP.
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This note was uploaded on 05/05/2010 for the course EE 15.082 taught by Professor Orlin during the Spring '10 term at Visayas State University.

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12_Min_Global_Cut - 15.082 and 6.855J April 1, 2003 The...

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