A hybrid metaheuristic DE/CS algorithm for UCAV three-dimension path planning

The Scientific World Journal

Volumn 2012, Issue , 2012, Pages

  Wang, Gaige ^a,b   Guo, Lihong ^a   Duan, Hong ^c   Wang, Heqi ^a   Liu, Luo ^a,b   Shao, Mingzhen ^a,b  

^a CHANGCHUN INSTITUTE OF OPTICS   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

^c NORTHEAST NORMAL UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; CALCULATION; CUCKOO SEARCH; DIFFERENTIAL EVOLUTION; FEASIBILITY STUDY; KNOWLEDGE; MATHEMATICAL MODEL; MONTE CARLO METHOD; PROBABILITY; RANDOMIZATION; TRAFFIC AND TRANSPORT; UNINHABITED COMBAT AIR VEHICLE; AIRCRAFT; THEORETICAL MODEL;

CUCULIDAE;

AIRCRAFT; ALGORITHMS; MODELS, THEORETICAL;

EID: 84868709763     PISSN: 1537744X     EISSN: 1537744X     Source Type: Journal    
DOI: 10.1100/2012/583973     Document Type: Article

References (22)

1. Kurnaz S., Cetin O., Kaynak O., Adaptive neuro-fuzzy inference system based autonomous flight control of unmanned air vehicles. Expert Systems with Applications 2010 37 2 1229 1234 2-s2.0-71749102585 10.1016/j.eswa.2009.06.009
2. Duan H. B., Zhang X. Y., Xu C. F., Bio-Inspired Computing 2011 Beijing, China Science Press
3. Pehlivanoglu Y. V., A new vibrational genetic algorithm enhanced with a Voronoi diagram for path planning of autonomous UAV. Aerospace Science and Technology 2012 16 47 55 2-s2.0-79958293735 10.1016/j.ast.2011.02.006
4. Ye W., Ma D. W., Fan H. D., Algorithm for low altitude penetration aircraft path planning with improved ant colony algorithm. Chinese Journal of Aeronautics 2005 18 4 304 309 2-s2.0-30644480091 (Pubitemid 43088245)
5. Duan H., Yu Y., Zhang X., Shao S., Three-dimension path planning for UCAV using hybrid meta-heuristic ACO-DE algorithm. Simulation Modelling Practice and Theory 2010 18 8 1104 1115 2-s2.0-77955305185 10.1016/j.simpat.2009.10.006
6. Duan H. B., Zhang X. Y., Wu J., Ma G. J., Max-min adaptive ant colony optimization approach to multi-UAVs coordinated trajectory replanning in dynamic and uncertain environments. Journal of Bionic Engineering 2009 6 2 161 173 2-s2.0-67649509889 10.1016/S1672-6529(08)60113-4
7. Xu C., Duan H., Liu F., Chaotic artificial bee colony approach to Uninhabited Combat Air Vehicle (UCAV) path planning. Aerospace Science and Technology 2010 14 8 535 541 2-s2.0-78349308693 10.1016/j.ast.2010.04.008
8. Duan H., Liu S., Wu J., Novel intelligent water drops optimization approach to single UCAV smooth trajectory planning. Aerospace Science and Technology 2009 13 8 442 449 2-s2.0-70449531475 10.1016/j.ast.2009.07.002
9. Storn R., Price K., Differential evolutiona simple and efficient adaptive scheme for global optimization over continuous space. Technical Report 1995 Berkeley, Calif, USA International Computer Science Institute
10. Storn R., Price K., Differential evolutiona simple and efficient heuristic for global optimization over continuous spaces. Journal of Global Optimization 1997 11 4 341 359 2-s2.0-0142000477 (Pubitemid 127502202)
11. Melo V. V. D., Carosio G. L. C., Evaluating differential evolution with penalty function to solve constrained engineering problems. Expert Systems With Applications 2012 39 7860 7863 10.1016/j.eswa.2012.01.123
12. Yang X. S., Deb S., Cuckoo search via Lévy flights. Proceedings of the World Congress on Nature and Biologically Inspired Computing (NABIC '09) December 2009 210 214 2-s2.0-77949623076 10.1109/NABIC.2009.5393690
13. Yang X. S., Deb S., Engineering optimization by cuckoo search. International Journal of Mathematical Modelling and Numerical Optimization 2010 1 4 330 343 10.1504/IJMMNO.2010.035430
14. Payne R. B., Sorenson M. D., Klitz K., The Cuckoos 2005 Oxford, UK Oxford University Press
15. Wikipedia,. Cuckoo search, 2009
16. Yang G., Kapila V., Optimal path planning for unmanned air vehicles with kinematic and tactical constraints. Proceedings of the 41st IEEE Conference on Decision and Control December 2002 Las Vegas, Nev, USA 1301 1306 2-s2.0-0036990347
17. Nikolos I., Zografos E., Brintaki A., Javaan S. C., Lakhmi C. J., Akiko M., Mika S. I., UAV path planning using evolutionary algorithms. Innovations in Intelligent Machines 2007 Berlin, Germany Springer 77 111
18. Ye W., Fan H. D., Research on mission planning system key techniques of UCAV. Journal of Naval Aeronautical Engineering Institute 2007 22 2 201 207
19. Barthelemy P., Bertolotti J., Wiersma D. S., A Lévy flight for light. Nature 2008 453 7194 495 498 2-s2.0-44349187222 10.1038/nature06948 (Pubitemid 351733320)
20. Kito T., Ota J., Katsuki R., Mizuta T., Arai T., Ueyama T., Nishiyama T., Smooth path planning by using visibility graph-like method. 3 Proceedings of the IEEE International Conference on Robotics and Automation September 2003 Taipei, Taiwan 3770 3775 2-s2.0-0344033730
21. Miura J., Support vector path planning. Proceedings of the International Conference on Intelligent Robots and Systems (IROS '06) October 2006 Beijing, China 2894 2899 2-s2.0-34250643054 10.1109/IROS.2006.282140
22. Farin G., Curves and Surfaces for Computer Aided Geometric Design, a Practical Guide 1990 2th San Diego, Calif, USA Academic Press