multicommodity flow problem

GPTKB entity

Statements (36)
Predicate Object
gptkbp:instanceOf mathematical optimization
gptkbp:complexity NP-hard (in general)
gptkbp:field gptkb:mathematics
computer science
operations research
gptkbp:generalizes single-commodity flow problem
gptkbp:hasApplication gptkb:transportation
logistics
telecommunications
supply chain management
traffic engineering
gptkbp:hasSpecialCase fractional multicommodity flow
integer multicommodity flow
unsplittable flow problem
https://www.w3.org/2000/01/rdf-schema#label multicommodity flow problem
gptkbp:parameter network graph
edge capacities
costs per edge
set of commodities
supply and demand for each commodity
gptkbp:prohibits capacity constraint
flow conservation
gptkbp:relatedTo linear programming
network flow
maximum flow problem
minimum cost flow problem
gptkbp:solvedBy linear programming
approximation algorithms
decomposition methods
gptkbp:studiedBy 1960s
gptkbp:usedIn routing
resource allocation
network design
gptkbp:variant flow for each commodity
gptkbp:bfsParent gptkb:Dantzig–Wolfe_decomposition
gptkbp:bfsLayer 6