Abstract
Both the combinatorial and the circuit diameter of polyhedra are of interest to the theory of linear programming for their intimate connection to a best-case performance of linear programming algorithms. We study the diameters of dual network flow polyhedra associated to b-flows on directed graphs \(G=(V,E)\) and prove quadratic upper bounds for both of them: the minimum of \((|V|-1)\cdot |E|\) and \(\frac{1}{6}|V|^3\) for the combinatorial diameter, and \(\frac{|V|\cdot (|V|-1)}{2}\) for the circuit diameter. Previously, bounds on these diameters have only been known for bipartite graphs. The situation is much more involved for general graphs. In particular, we construct a family of dual network flow polyhedra with members that violate the circuit diameter bound for bipartite graphs by an arbitrary additive constant.
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References
Balinski, M.L.: The Hirsch conjecture for dual transportation polyhedra. Math. Oper. Res. 9(4), 629–633 (1984)
Borgwardt, S., Finhold, E., Hemmecke, R.: On the circuit diameter of dual transportation polyhedra. SIAM J. Discret. Math. 29(1), 113–121 (2015)
Dantzig, G.: Linear Programming and Extensions. Princeton University Press, Princeton (1963)
De Loera, J.A., Hemmecke, R., Köppe, M.: Algebraic and Geometric Ideas in the Theory of Discrete Optimization, volume 14 of MOS-SIAM Series on Optimization. Society for Industrial and Applied Mathematics (SIAM), Philadelphia (2013)
De Loera, J.A., Hemmecke, R., Lee, J.: Augmentation Algorithms for Linear and Integer-Linear Programming: From Edmonds–Karp to Bland and Beyond. eprint arXiv:1408.3518 (2014)
De Loera, J.A., Kim, E.D.: Combinatorics and Geometry of Transportation Polytopes: An Update. Discrete Geometry and Algebraic Combinatorics, Volume 625 of Contemporary Mathematics, pp. 37–76 (2014)
Finhold, E.: Circuit Diameters and Their Application to Transportation Problems. PhD thesis, Technische Universität München (2015)
Graver, J.E.: On the foundation of linear and integer programming I. Math. Program. 9, 207–226 (1975)
Kim, E.D., Santos, F.: An update on the Hirsch conjecture. Jahresbericht der Deutschen Mathematiker-Vereinigung 112(2), 73–98 (2010)
Klee, V., Walkup, D.W.: The \(d\)-step conjecture for polyhedra of dimension \(d < 6\). Acta Math. 133, 53–78 (1967)
Naddef, D.: The Hirsch conjecture is true for \((0,1)\)-polytopes. Math. Program. 45(1), 109–110 (1989)
Santos, F.: A counterexample to the Hirsch conjecture. Ann. Math. 176(1), 383–412 (2012)
Stephen, T., Yusun, T.: Circuit Diameter and Klee-Walkup Constructions. eprint arXiv:1503.05252 (2015)
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The second author gratefully acknowledges the support from the graduate program TopMath of the Elite Network of Bavaria and the TopMath Graduate Center of TUM Graduate School at Technische Universität München.
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Borgwardt, S., Finhold, E. & Hemmecke, R. Quadratic diameter bounds for dual network flow polyhedra. Math. Program. 159, 237–251 (2016). https://doi.org/10.1007/s10107-015-0956-4
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DOI: https://doi.org/10.1007/s10107-015-0956-4
Keywords
- Combinatorial diameter
- Circuit diameter
- Hirsch conjecture
- Edges
- Circuits
- Graver basis
- Linear program
- Integer program