Title
A robust approach for nonlinear UAV task assignment problem under uncertainty
Abstract
This paper presents a new robust approach to the task assignment of unmanned aerial vehicles (UAVs) operating in uncertain environments whose the objective is maximizing the target score. The intrinsic uncertainty imbedded in military operations makes the problem more challenging. Scalability and robustness are recognized as two main issues. We deal with these issues by an approach based on DC (Difference of Convex functions) programming and DCA (DC Algorithm). The numerical results show that this approach is efficient.
Year
DOI
Venue
2010
10.1007/978-3-642-17155-0_8
T. Computational Collective Intelligence
Keywords
Field
DocType
nonlinear uav task assignment,target score,main issue,numerical result,dc algorithm,intrinsic uncertainty,convex function,uncertain environment,task assignment,military operation,new robust approach
Weapon target assignment problem,Mathematical optimization,Nonlinear system,Computer science,Generalized assignment problem,Robustness (computer science),Assignment problem,Convex function,Dc programming,Scalability
Journal
Volume
ISSN
ISBN
2
0302-9743
3-642-17154-0
Citations 
PageRank 
References 
0
0.34
7
Authors
2
Name
Order
Citations
PageRank
Le Thi Hoai An1103880.20
Quang Thuan Nguyen2102.93