A multifaceted heuristic for the orienteering problem

A multifaceted heuristic for the orienteering problem

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Article ID: iaor1989294
Country: United States
Volume: 35
Issue: 3
Start Page Number: 359
End Page Number: 366
Publication Date: Jun 1989
Journal: Naval Research Logistics
Authors: ,
Keywords: combinatorial analysis, heuristics
Abstract:

The orienteering problem involves the selection of a path between an origin and a destination which maximizes total score subject to a time restriction. In previous work the authors presented an effective heuristic for this NP-hard problem that outperformed other heuristics from the literature. In this article they describe and test a significantly improved procedure. The new procedure is based on four concepts-center of gravity, randomness, subgravity, and learning. These concepts combine to yield a procedure which is much faster and which results in more nearly optimal solutions than previous procedures.

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