The Invisible Hand Heuristic for Origin-Destination Integer Multicommodity Network Flows

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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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