- Title
- Fixed-charge transportation with product blending
- Creator
- Papageorgiou, Dimitri J.; Toriello, Alejandro; Nemhauser, George L.; Savelsbergh, Martin W. P.
- Relation
- Transportation Science Vol. 46, Issue 2, p. 281-295
- Publisher Link
- http://dx.doi.org/10.1287/trsc.1110.0381
- Publisher
- Institute for Operations Research and the Management Sciences (INFORMS)
- Resource Type
- journal article
- Date
- 2012
- Description
- Numerous planning models within the chemical, petroleum, and process industries involve coordinating the movement of raw materials in distribution networks so they can be blended into final products. The uncapacitated fixed-charge transportation problem with blending (FCTPwB) studied in this paper captures a core structure encountered in many of these environments. We model the FCTPwB as a mixed-integer linear program, and we derive two classes of facets, both exponential in size, for the convex hull of solutions for the problem with a single consumer and show that they can be separated in polynomial time. Furthermore, we prove that, in certain situations, these classes of facets along with the continuous relaxation of the original constraints yield a description of the convex hull. Finally, we present a computational study that demonstrates that these classes of facets are effective in reducing the integrality gap and solution time for more general instances of the FCTPwB with arc capacities and multiple consumers.
- Subject
- blending; fixed-charge transportation; mixed-integer programming; polyhedral study
- Identifier
- http://hdl.handle.net/1959.13/937290
- Identifier
- uon:12542
- Identifier
- ISSN:0041-1655
- Language
- eng
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