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A vehicle routing problem arising in unmanned aerial monitoring
- Source :
- Computers & Operations Research. 105:1-11
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
Abstract
- Unmanned aerial vehicles (UAVs) are widely used to perform monitoring tasks both in the military and civilian areas, and the planning of their routes is critical. This study investigates a routing problem in which UAVs monitor a set of areas with different accuracy requirements. This problem is a variant of the classical vehicle routing problem (VRP), where one must determine not only the order in which to visit a set of nodes located in the plane, but also the height at which to visit them, which impacts the accuracy level and the service time. An integer programming model is formulated to optimize flight routes and minimize the total time needed to complete the monitoring tasks. A tabu search metaheuristic is developed for the problem. Extensive numerical experiments are conducted to assess the efficiency of the heuristic.
- Subjects :
- 0209 industrial biotechnology
021103 operations research
General Computer Science
Computer science
Heuristic
Heuristic (computer science)
Real-time computing
0211 other engineering and technologies
ComputerApplications_COMPUTERSINOTHERSYSTEMS
02 engineering and technology
Management Science and Operations Research
Tabu search
Set (abstract data type)
020901 industrial engineering & automation
Modeling and Simulation
Vehicle routing problem
Routing (electronic design automation)
Metaheuristic
Subjects
Details
- ISSN :
- 03050548
- Volume :
- 105
- Database :
- OpenAIRE
- Journal :
- Computers & Operations Research
- Accession number :
- edsair.doi...........3dec55fe7fdaada8982b7502555f3851
- Full Text :
- https://doi.org/10.1016/j.cor.2019.01.001