A cross-entropy method for nonlinear UAV task assignment problem

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A cross-entropy method for nonlinear UAV task assignment problem

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dc.contributor.author Nguyen D.M. vi
dc.contributor.author Le Thi H.A. vi
dc.contributor.author Pham D.T. vi
dc.date.accessioned 2011-06-09T09:03:44Z
dc.date.available 2011-06-09T09:03:44Z
dc.date.issued 2010 vi
dc.identifier.citation Volume , Issue , Page - vi
dc.identifier.issn vi
dc.identifier.uri http://tainguyenso.vnu.edu.vn/jspui/handle/123456789/13115
dc.description.abstract In this paper, we consider the task allocation models, in which we seek to assign a set of m unmanned aerial vehicles (UAVs) to a set of n tasks in an optimal way. The optimality is quantified using target scores. This problem is NP-hard. To solve it, we propose an approach based on the Cross-Entropy (CE) method. The computational experiments in the large scale setting show the efficiency of our approach. ©2010 IEEE. vi
dc.publisher 2010 IEEE-RIVF International Conference on Computing and Communication Technologies: Research, Innovation and Vision for the Future, RIVF 2010 vi
dc.subject Cross-entropy vi
dc.subject Nonlinear UAV task assignment vi
dc.subject Optimization methods vi
dc.subject UAVs vi
dc.title A cross-entropy method for nonlinear UAV task assignment problem vi
dc.type Article vi

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