Title :
A polynomial multicommodity flow problem with difficult path generation
Author :
Nace, Dritan ; Pioro, M. ; Tomaszewski, Artur ; Zotkiewicz, M.
Author_Institution :
Lab. Heudiasyc, Univ. de Technol. de Compiegne, Compiegne, France
Abstract :
In the paper we consider a commonly known network design problem with demand restoration assuming stub release. No compact linear programming (LP) formulation for the problem is known, and all known non-compact LP formulations of the problem require NP-hard path generation (pricing). Therefore, the problem itself is suspected to be NP-hard - this, however, is not actually known. The main result of our paper reveals a special case of the basic problem for which the resulting non-compact LP formulation still has an NP-hard pricing problem, the corresponding compact LP formulation is not known either, but the problem itself is polynomial. The considered special case assumes only one failing link so that all the links but one are assumed to be 100% reliable. The constructed case of a polynomial multicommodity flow problem with difficult path generation is of interest since no such problem is, to the best of our knowledge, widely known.
Keywords :
computational complexity; linear programming; polynomials; telecommunication networks; NP-hard path generation; compact LP formulation; compact linear programming formulation; demand restoration; polynomial multicommodity flow problem; telecommunication network design; Linear programming; Optimization; Polynomials; Pricing; Reliability; Routing; Telecommunications;
Conference_Titel :
Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2011 3rd International Congress on
Conference_Location :
Budapest
Print_ISBN :
978-1-4577-0682-0