Abstract
Finding sharp bounds on the diameter of polyhedra is a fundamental problem in discrete mathematics and computational geometry. In particular, the monotone diameter and height play an important role in determining the number of iterations by operating the pivot rule of the simplex method for linear programming. In this study, for a d-dimensional polytope defined by at most \(3^{d} -1\) linear inequality induced by functions called bisubmodular, we prove that the diameter, monotone diameter, and height are coincide, and the tight upper bound is \({d}^2\).
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Notes
We do not differentiate pivot rules for simplicity. It is clear that the height is the upper bound for any pivot rules.
These conditions are to exclude the trivial case, where (9) apparently are satisfied since equalities \(\{(X_1,Y_1)\sqcup (X_2,Y_2),(X_1,Y_1)\sqcap (X_2,Y_2)\} = \{(X_1,Y_1), (X_2,Y_2) \}\).
A special case, strict bisubmodular only, was briefly mentioned in [32].
See also Theorem 8 and inequality (1).
References
Kalai G (1922) Upper bounds for the diameter and height of graphs of convex polyhedra. Discrete Comput Geom 8:363–372
Kalai G, Kleitman DJ (1992) A quasi-polynomial bound for the diameter of graphs of polyhedra. Bulletin of AMS 26:315–316
Pak I (2000) Four questions on Birkhoff polytope. Annals of Combin 4(1):83–90
Gritzmann P, Sturmfels B (1993) Minkowski addition of polytopes: computation complexity and applications to Gröbner bases. SIAM J Discrete Math 6(2):246–269
Naddef D (1998) The Hirsch conjecture is true for (0,1)-polytopes. Math Program 45:109–110
Todd M (2014) An improved Kalai-Kleitman bound for the diameter of a polyhedron. SIAM J Discrete Math 28:1944–1947
Kuno T, Sano Y, Tsuruda T (2018) Computing Kitahara-Mizuno’s bound on the number of basic feasible solutions generated with the simplex algorithm. Optim Lett 12(5):933–943
Pfeifle J, Ziegler GM (2004) On the monotone upper bound problem. Experimental Math 13(1):1–11
Kalai G (2017) 19 Polytope skeletons and paths. In: Handbook of Discrete and Computational Geometry 3rd edn by Csaba D. Toth, Joseph O’Rourke, Jacob E. Goodman, Chapman and Hall, New York
Grünbaum B (2002) Convex polytopes, 2nd edn. Springer
Todd M (1980) The monotonic bounded Hirsch conjecture is false for dimension at least 4. Math Oper Res 5(4):599–601
Sukegawa N (2019) An asymptotically improved upper bound on the diameter of polyhedra. Discrete Comput Geom 62:690–699
Borgwardt S, De Loera JA, Finhold E (2018) The diameters of network-flow polytopes satisfy the Hirsch conjecture. Math Program 171(1–2):283–309
Sanità L (2018) The diameter of the fractional matching polytope and its hardness implications. IEEE 59th FOCS:910-921
Rispoli FJ (1998) The monotonic diameter of traveling salesman polytopes. Oper Res Lett 22:69–73
Rispoli FJ, Cosares S (1998) A bound of 4 for the diameter of the symmetric traveling salesman polytope. SIAM J Discrete Math 11:373–380
Padberg MW, Rao MR (1974) The travelling salesman problem and a class of polyhedra of diameter two. Math Program 7:32–45
Blanchard M, De Loera JA, Louveaux Q (2021) On the length of monotone paths in polyhedra. SIAM J Discrete Math 35(3):1746–1768
Adler I, Papadimitriou C, Rubinstein A (2014) On simplex pivoting rules and complexity theory. IPCO’14:13-24
Kitahara T, Mizuno S (2013) A bound for the number of different basic solutions generated by the simplex method. Math Program 137:579–586
Edmonds J (2023) Submodular functions, matroids, and certain polyhedra. In: Reinelt Gerhard, Rinaldi Giovanni (eds) Michael Jünger. Springer, Combinatorial Optimization, pp 11–26
Fujishige S (2005) Submodular functions and optimization, vol 58, 2nd edn. Elsevier
Ward J, Živný S (2014) Maximizing bisubmodular and k-submodular functions. In: Proceedings of the Twenty-Fifth Annual ACM-SIAM Symposium on Discrete Algorithms:1468-1481
Ando K, Fujishige S (2021) Signed ring families and signed posets. J Optim Methods Software 36(2–3):262–278
Bilmes1 JA, Bai1 W (2017) Deep submodular functions. https://arxiv.org/abs/1701.08939
Ando K, Fujishige S (1996) On structures of bisubmodular polyhedra. Math Program 74:293–317
Reiner V (1993) Signed posets. J Combin Theory Ser A 62:324–360
Fujishige S (2014) Bisubmodular polyhedra, simplicial divisions, and discrete convexity. Discrete Optim 12:115–120
Deza A, Pournin L, Sukegawa N (2020) The diameter of lattice zonotopes. Proc Am Math Soc 148(8):3507–3516
Topkis DM (1992) Paths on polymatroids. Math. Program 54:335–351
Alexandrino AO, Miranda GHS, Lintzmayer CN, Dias1 Z (2021) Length-weighted \(\lambda\)-rearrangement distance. J Combin Optim 41:579–602
Zhan P (2005) Polyhedra and optimization related to a weak absolute majorization. J Oper Res Soc Japan 48:90–96
Acknowledgements
We are grateful to anonymous reviewers for their comments to improve the presentation of the present paper. We would like to thank RIMS, Kyoto University, for providing a chance of a presentation and a valuable discussion.
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The first and third authors’ work were supported partially by JSPS KAKENHI Grant Number, 20K04973 and 20H05964, 20K04970, respectively.
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Matsui, Y., Sukegawa, N. & Zhan, P. Monotone Diameter of Bisubmodular Polyhedra. Oper. Res. Forum 4, 76 (2023). https://doi.org/10.1007/s43069-023-00260-1
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DOI: https://doi.org/10.1007/s43069-023-00260-1