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A Benchmark for Multi-UAV Task Assignment of an Extended Team Orienteering Problem
- Publication Year :
- 2020
-
Abstract
- A benchmark for multi-UAV task assignment is presented in order to evaluate different algorithms. An extended Team Orienteering Problem is modeled for a kind of multi-UAV task assignment problem. Three intelligent algorithms, i.e., Genetic Algorithm, Ant Colony Optimization and Particle Swarm Optimization are implemented to solve the problem. A series of experiments with different settings are conducted to evaluate three algorithms. The modeled problem and the evaluation results constitute a benchmark, which can be used to evaluate other algorithms used for multi-UAV task assignment problems.
Details
- Database :
- arXiv
- Publication Type :
- Report
- Accession number :
- edsarx.2009.00363
- Document Type :
- Working Paper