Abstract
Answering a question of Haugland, we show that the pooling problem with one pool and a bounded number of inputs can be solved in polynomial time by solving a polynomial number of linear programs of polynomial size. We also give an overview of known complexity results and remaining open problems to further characterize the border between (strongly) NP-hard and polynomially solvable cases of the pooling problem.
References
Alfaki, M., Haugland, D.: A multi-commodity flow formulation for the generalized pooling problem. J. Glob. Optim. 56(3), 917–937 (2013)
Alfaki, M., Haugland, D.: Strong formulations for the pooling problem. J. Glob. Optim. 56(3), 897–916 (2013)
Audet, C., Brimberg, J., Hansen, P., Le Digabel, S., Mladenović, N.: Pooling problem: alternate formulations and solution methods. Manag. Sci. 50(6), 761–776 (2004)
Ben-Tal, A., Eiger, G., Gershovitz, V.: Global minimization by reducing the duality gap. Math. Program. 63(1–3), 193–212 (1994)
Boland, N., Kalinowski, T., Rigterink, F.: Discrete flow pooling problems in coal supply chains. In: Weber, T., McPhee, M.J., Anderssen, R.S. (eds.) MODSIM2015, 21st International Congress on Modelling and Simulation, pp. 1710–1716. Modelling and Simulation Society of Australia and New Zealand, Gold Coast (2015)
Boland, N., Kalinowski, T., Rigterink, F.: New multi-commodity flow formulations for the pooling problem. J. Glob. Optim. Adv. Online Publ. (2016). doi:10.1007/s10898-016-0404-x
Boland, N., Kalinowski, T., Rigterink, F., Savelsbergh, M.: A special case of the generalized pooling problem arising in the mining industry. Optimization Online e-prints. (2015). http://www.optimization-online.org/DB_HTML/2015/07/5025.html
Buck, R.C.: Partition of space. Am. Math. Mon. 50(9), 541–544 (1943)
de Witt, C.W., Lasdon, L.S., Waren, A.D., Brenner, D.A., Melhem, S.A.: OMEGA: an improved gasoline blending system for Texaco. Interfaces 19(1), 85–101 (1989)
Dey, S.S., Gupte, A.: Analysis of MILP techniques for the pooling problem. Oper. Res. 63(2), 412–427 (2015)
Gupte, A., Ahmed, S., Dey, S. S., Cheon, M. S.: Relaxations and discretizations for the pooling problem. J. Glob. Optim., to appear. Preprint: http://www.optimization-online.org/DB_HTML/2015/04/4883.html
Haugland, D.: The hardness of the pooling problem. In: Casado, L.G., García, I., Hendrix, E.M.T. (eds.) Proceedings of the XII Global Optimization Workshop Mathematical and Applied Global Optimization, MAGO 2014, pp. 29–32. Málaga, Spain (2014)
Haugland, D.: The computational complexity of the pooling problem. J. Glob. Optim. 64(2), 199–215 (2015)
Haugland, D., Hendrix, E.M.T.: Pooling problems with polynomial-time algorithms. J. Optim. Theory Appl. (2016). doi:10.1007/s10957-016-0890-5
Haverly, C.A.: Studies of the behavior of recursion for the pooling problem. SIGMAP Bull. 25, 19–28 (1978)
Rigby, B., Lasdon, L.S., Waren, A.D.: The evolution of Texaco’s blending systems: from OMEGA to StarBlend. Interfaces 25(5), 64–83 (1995)
Tawarmalani, M., Sahinidis, N.V.: Convexification and Global Optimization in Continuous and Mixed-Integer Nonlinear Programming. Nonconvex Optimization and its Applications, vol. 65. Springer, New York (2002)
Visweswaran, V.: MINLP: applications in blending and pooling problems. In: Floudas, C.A., Pardalos, P.M. (eds.) Encyclopedia of Optimization, pp. 2114–2121. Springer, New York (2009)
Acknowledgments
This research was supported by the ARC Linkage Grant No. LP110200524, Hunter Valley Coal Chain Coordinator (hvccc.com.au) and Triple Point Technology (tpt.com). We would like to thank the two anonymous referees for their helpful comments which improved the quality of the paper.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Boland, N., Kalinowski, T. & Rigterink, F. A polynomially solvable case of the pooling problem. J Glob Optim 67, 621–630 (2017). https://doi.org/10.1007/s10898-016-0432-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10898-016-0432-6