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Heuristics, LPs, and Generalizations of Trees on Trees

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dc.creator Balakrishnan, Anantaram
dc.creator Magnanti, Thomas L.
dc.creator Mirchandani, Prakash
dc.date 2004-05-28T19:36:32Z
dc.date 2004-05-28T19:36:32Z
dc.date 1993-01
dc.date.accessioned 2013-10-09T02:39:23Z
dc.date.available 2013-10-09T02:39:23Z
dc.date.issued 2013-10-09
dc.identifier http://hdl.handle.net/1721.1/5377
dc.identifier.uri http://koha.mediu.edu.my:8181/xmlui/handle/1721
dc.description We study a class of models, known as overlay optimization problems, with a "base" subproblem and an "overlay" subproblem, linked by the requirement that the overlay solution be contained in the base solution. In some telecommunication settings, a feasible base solution is a spanning tree and the overlay solution is an embedded Steiner tree (or an embedded path). For the general overlay optimization problem, we describe a heuristic solution procedure that selects the better of two feasible solutions obtained by independently solving the base and overlay subproblems, and establish worst-case performance guarantees on both this heuristic and a linear programming relaxation of the model. These guarantees depend upon worst-case bounds for the heuristics and linear programming relaxations of the unlinked base and overlay problems. Under certain assumptions about the cost structure and the optimality of the subproblem solutions, the performance guarantees for both the heuristic and linear programming relaxation of the combined overlay optimization model are 33%. We also develop heuristic and linear programming performance guarantees for specialized models, including a dual path connectivity model with a worst-case performance guarantee of 25%, and an uncapacitated multicommodity network design model with a worst-case performance guarantee (approximately) proportional to the square root of the number of commodities.
dc.format 4732600 bytes
dc.format application/pdf
dc.language en_US
dc.publisher Massachusetts Institute of Technology, Operations Research Center
dc.relation Operations Research Center Working Paper;OR 275-93
dc.title Heuristics, LPs, and Generalizations of Trees on Trees
dc.type Working Paper


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