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A rearrangement of adjacency matrix based approach for solving the crossing minimization problem
Authors:Neng Fan  Panos M Pardalos
Institution:(1) Carnegie Mellon University, Pittsburgh, PA, 15213, USA;(2) IBM TJ. Watson, Hawthorne, NY, USA;(3) Department of Computer Science, University of Illinois at Chicago, Chicago, IL, USA
Abstract:In this paper, we first present a binary linear programming formulation for the crossing minimization problem (CMP) in bipartite graphs. Then we use the models of a modified minimum cost flow problem (MMCF) and a travelling salesman problem (TSP) to approximatively solve the CMP by rearranging the adjacency matrix of the bipartite graph. Our approaches are useful for problems defined on dense bipartite graphs. In addition, we compute the exact crossing numbers for some general dense graphs.
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