The Invisible Hand Heuristic for Origin-Destination Integer Multicommodity Network Flows
July 13, 2020 Β· Declared Dead Β· π Networks
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Authors
Richard S. Barr, Thomas McLoud
arXiv ID
2007.06693
Category
cs.DS: Data Structures & Algorithms
Cross-listed
cs.DM,
math.CO,
math.OC
Citations
1
Venue
Networks
Last Checked
4 months ago
Abstract
Origin-destination integer multicommodity flow problems differ from classic multicommodity models in that each commodity has one source and one sink, and each commodity must be routed along a single path. A new invisible-hand heuristic that mimics economic markets' behavior is presented and tested on large-scale telecommunications networks, with solution times two orders of magnitude faster than Cplex's LP relaxation, more dramatic MIP ratios, and small solution value differences.
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