Evolutionary path planner for UAVs realistic environments

GECCO'08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008

Volumn , Issue , 2008, Pages 1477-1484

  De La Cruz, J M ^a   Besada Portas, E ^a   Torre Cubillo, L ^a   Andres Toro, B ^a   Lopez Orozco, J A ^a  

^a UNIVERSIDAD COMPLUTENSE DE MADRID   (Spain)

Author keywords

Multiobjective evolutionary algorithms; Path planning; UAVs

Indexed keywords

MOTION PLANNING; PLANNING; UNMANNED AERIAL VEHICLES (UAV); UNMANNED VEHICLES;

COMPLEX MODELS; EVOLUTIONARY PATHS; MULTIOBJECTIVE EVOLUTIONARY ALGORITHMS; MULTIPLE CRITERIONS; OFFLINE; OPTIMAL PATHS; PATH PLANNERS; PATH PLANNING; PRIORITY LEVELS; REALISTIC ENVIRONMENTS; UAVS; UNMANNED AIR VEHICLES;

EVOLUTIONARY ALGORITHMS;

EID: 57349129503     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. th Triennial World Congress of the IFAC. (Barcelona, Spain, July 2002)
2. Besada-Portas, E., Lopez-Orozco, J.A., Andres-Toro, B. 2002. A versatile toolbox for solving industrial problems with several evolutionary techniques. Evolutionary methods for Design, Optimization and Control. International Center for Numerical Methods in Engineering. March 2002.
3. Coello Coello, CA., and Salazar Lechuga, M. 2002. MOPSO: A proposal for multiple objective particle swarm optimization. In Proceeding of Congress on Evolutionary Computation (CEC'2002). (Piscataway, New Jersey, May 2002).
4. Farin, G. 1988. Curves and Surfaces for Computer Aided Geometric Design. A practical Guide. New York:Academic.
5. Fonseca, C.M., Fleming, P.J. 1998. Multiobjective Optimization and Multiple Constraint Handling with Evolutionary Algorithms- Part I: Unificied Formulation. Transactions on Systems, Man and Cybernetics. Part A: Systems and Humans. Vol 28, no. 1, (January 1998). 26-37.
6. Kuwata,Y. and How J. 2004. Three Dimensional Receding Horizon Control for UAVs. In Proceedings of AIAA Guidance, Navigation, and Control Conference and Exhibit, (August 2004). AIAA 2004-5144.
7. Mittal, S., and Deb, K. 2004. Three-Dimensional Offline Path Planning for UAVs Using Multiobjective Evolutionary Algorithms. Kangal Report no. 2004-008
8. Nikolos, I.K., Valavanis, K.P., Tsourveloudis, N.C. and Kostaras, A.N. 2003. Evolutionary Algorithm Based Offline/Online Path Planner for UAV Navigation, IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics, Vol 33, no. 6 (December 2003).
9. Raghunathan, A., Gopal, V., Subramanian, D., Biegler, L. and Samad, T. 2004. Dynamic Optimization Strategies for 3D Conflict Resolution of Multiple Aircraft. AIAA Journal of Guidance, Control and Dynamics, 27 (4). (2004), 586-594.
10. Richards, A.G., How, J.P. 2002. Aircraft Trajectory Planning with Collision Avoidance Using Mixed-Integer Linear Programming. In Proceeding of the American Control Conference (May 2002).
11. th IEEE International Conference on Emerging Technologies and Factory Automation (Prague, September 2006).
12. Shima, T., Schumachery, C. 2005. Assignment of Cooperating UAVs to Simultaneous Tasks using Genetic Algorithms. In Proceeding of the AIAA Guidance, Navigation, and Control Conference and Exhibit. 15-18 (San Francisco, California, August 2005).
13. nd Edition. Wiley, 2004.
14. Szczerba, R.J. 1999. Thread netting for real-time, intelligent route planners. In Proceeding of the IEEE Symp. Inf., Decision and Control. (Adelaida, Autralia, 1999)
15. Szczerba, R.J., Galkowski, P., Glicktein, I.S., Ternullo, N. 2000. Robust algorithm for real-time route planning. IEEE Transactions on Aerospace and Electronic Systems, vol. 36, 3, (July 2000), 869-878.
16. Tian, J., Shen, L., Zheng, Y. 2006. Genetic Algorithm Based Approach for Multi-UAV Cooperative Reconnaissance Mission Planning Problem. Lectures notes in Computer Science. Springer Berlin. Volume 4203/2006.
17. Trovato, K.I. 1996. A* Planning in Discrete Configuration Spaces of Autonomous Systems. PhD thesis, Amsterdam University, 1996.
18. Veldhuizen, D. A. V. and G. B. Lamont.1998. Evolutionary computation and convergence to a pareto front. In Proceeding of the Genetic Programming 1998 Conference.
19. Zheng, C., Li, L., Xu, F., Sun F., and Ding, M., Evolutionary Route Planner for Unmanned Air Vehicles, IEEE Transaction on Robotics, Vol. 21, no. 4, (August 2005), 609-620.