Swarming theory applied to space trajectory optimization

Spacecraft Trajectory Optimization

Volumn , Issue , 2010, Pages 263-294

  Pontani, Mauro ^a   Conway, Bruce A ^b  

^a SAPIENZA UNIVERSITY OF ROME   (Italy)

^b University of Illinois at Urbana Champaign   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANT COLONY OPTIMIZATION; COMPUTATION THEORY; GENETIC ALGORITHMS; NUMERICAL METHODS; OPTIMIZATION; SIMULATED ANNEALING; SPACE FLIGHT; STOCHASTIC SYSTEMS;

COOPERATION AND COMPETITIONS; DIFFERENTIAL EVOLUTION ALGORITHMS; EVOLUTIONARY COMPUTATION TECHNIQUES; GRADIENT-BASED METHOD; NUMERICAL OPTIMIZATIONS; PROPELLANT CONSUMPTION; SIMULATED ANNEALING ALGORITHMS; SURVIVAL-OF-THE-FITTEST;

EVOLUTIONARY ALGORITHMS;

EID: 84932178312     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1017/CBO9780511778025.011     Document Type: Chapter

References (46)

1. Goldberg, D. E. (1989) Genetic Algorithms in Search, Optimization, and Machine Learning, Addison Wesley, Boston, MA.
2. Engelbrecht, A. P. (2007) Computational Intelligence. An Introduction, 2nd ed., Wiley, Chichester, UK.
3. Eberhart, R., and Kennedy, J. (1995) A New Optimizer Using Particle Swarm Theory, Proceedings of the Sixth International Symposium on Micromachine andHumanScience, Nagoya, Japan.
4. Kennedy, J., and Eberhart, R. (1995) Particle swarm optimization, Proceedings of the IEEE International Conference on Neural Networks, Piscataway, NJ.
5. Kennedy, J., and Eberhart, R. C. (2001) Swarm Intelligence, Academic Press, 1st ed., San Diego, CA, 2001.
6. Hu, X., and Eberhart, R. (2002) Solving Constrained Nonlinear Optimization Problems with Particle Swarm Optimization, Proceedings of the Sixth World Multiconference on Systemics, Cybernetics and Informatics (SCI 2002), Orlando, FL.
7. Hu, X., Shi, Y., and Eberhart, R. (2004) Recent Advances in Particle Swarm, Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2004), Portland, OR.
8. Hu, X., Eberhart, R. C., and Shi, Y. (2003) Engineering Optimization with Particle Swarm, Proceedings of the IEEE Swarm Intelligence Symposium (SIS 2003), Indianapolis, IN.
9. Eberhart, R. C., and Shi, Y. (2001) Particle Swarm Optimization: Developments, Applications, and Resources, Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2001), Seoul, Republic of Korea.
10. Eberhart, R. C., and Shi, Y. (2000) Comparing Inertia Weights and Constriction Factors in Particle Swarm Optimization, Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2000), La Jolla, CA.
11. Carlisle, A., and Dozier, G. (2001) An Off-The-Shelf PSO, Proceedings of the Workshop on Particle Swarm Optimization, Indianapolis, IN.
12. Clerc, M. (1999) The Swarm and the Queen: Towards a Deterministic and Adaptive Particle Swarm Optimization, Proceedings of the IEEE Congress on Evolutionary Computation (CEC 1999), Washington, DC.
13. Venter, G., and Sobieszczanski-Sobieski, J. (2003) Particle Swarm Optimization, AIAA Journal, 41, No. 8, 1583–1589.
14. Parsopoulos, K. E., and Vrahatis, M. N. (2002) Particle Swarm Optimization Method for Constrained Optimization Problems, Intelligent Technologies – Theory and Applications: NewTrends in Intelligent Technologies, Frontiers in Artificial Intelligence and Applications series, 76, edited by P. Sincak, J. Vascak, V. Kvasnicka, J. Pospichal, 214–220.
15. Mendes, R., Kennedy, J., and Neves, J. (2004) The Fully Informed Particle Swarm: Simpler, Maybe Better, IEEE Transactions on Evolutionary Computation, 8, No. 3, 204–210.
16. Kitayama, S., Yamazaki, K., and Arakawa, M. (2006) Adaptive Range Particle Swarm Optimization, AIAA 2006-6912 Proceedings of the 11th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Portsmouth, VA.
17. Higashi, N., and Iba, H. (2003) Particle Swarm Optimization with Gaussian Mutation, Proceedings of the IEEE Swarm Intelligence Symposium (SIS 2003), Indianapolis, IN.
18. Kalivarapu, V., and Winer, E. (2008) Implementation of Digital Pheromones in Particle Swarm Optimization for Constrained Optimization Problems, AIAA 2008-1974 Proceedings of the 49th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference, Schaumburg, IL.
19. Angeline, P. J. (1998) Evolutionary Optimization Versus Particle Swarm Optimization: Philosophy and Performance Differences, Evolutionary programming VII, Lecture Notes in Computer Science, 1447, Springer, 601–610.
20. Eberhart, R. C., and Shi, Y. (1998) Comparison Between Genetic Algorithms and Particle Swarm Optimization, Evolutionary Programming VII, Lecture Notes in Computer Science, 1447, Springer, 611–616.
21. Hassan, R., Cohanim, B., and de Weck, O. (2005) A Comparison of Particle Swarm Optimization and the Genetic Algorithm, AIAA 2005-1897 Proceedings of the 46th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference, Austin, TX.
22. Fourie, P. C., and Groenwold, A. A. (2001) Particle Swarms in Topology Optimization, Proceedings of the Fourth World Congress of Structural and Multidisciplinary Optimization, Liaoning Electronic Press, 1771–1776.
23. Parsopoulos, K. E., and Vrahatis, M. N. (2004) On the Computation of All Global Minimizers Through Particle Swarm Optimization, IEEE Transactions on Evolutionary Computation, 8, No. 3, 211–224.
24. Cockshott, A. R., and Hartman, B. E. (2001) Improving the Fermentation Medium for Echinocandin B Production Part II: Particle Swarm Optimization, Process Biochemistry, 36, No. 7, 661–669.
25. Ourique, C. O., Biscaia, E. C., and Pinto, J. C. (2002) The Use of ParticleSwarmOptimization for Dynamical Analysis in Chemical Processes, Computers & Chemical Engineering, 26, No. 12, 1783–1793.
26. Fourie, P. C., and Groenwold, A. A. (2002) The Particle Swarm Optimization Algorithm in Size and Shape Optimization, Structural and Multidisciplinary Optimization, 23, No. 4, 259–267.
27. Khurana, M. S., Winarto, H., and Sinha, A. K. (2008) Application of Swarm Approach and Artificial Neural Networks for Airfoil Shape Optimization, AIAA2008-5954 Proceedings of the 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Victoria, Canada.
28. Bessette, C. R., and Spencer, D. B. (2006) Optimal Space Trajectory Design:AHeuristic- Based Approach, Advances in the Astronautical Sciences, Univelt Inc., San Diego, CA, 124, 1611–1628; AAS paper 06-197.
29. Bessette, C. R., and Spencer, D. B. (2006) Identifying Optimal Interplanetary Trajectories through a Genetic Approach, AIAA 2006-6306 AIAA/AAS Astrodynamics Specialist Conference and Exhibit, Keystone, CO.
30. Spaans, C. J., and Mooij, E. (2009) Performance Evaluation of Global Trajectory Optimization Methods for a Solar Polar Sail Mission, AIAA 2009-5666 AIAA Guidance, Navigation, and Control Conference, Chicago, IL.
31. Vasile, M., Minisci, E., and Locatelli, M. (2008) On Testing Global Optimization Algorithms for Space Trajectory Design, AIAA 2008-6277 AIAA/AAS Astrodynamics Specialist Conference and Exhibit, Honolulu, HI.
32. Zhu, K., Li, J., and Baoyin, H. (2010) Satellite scheduling considering maximum observation coverage time and minimum orbital transfer fuel cost, Acta Astronautica, 66, 220–229.
33. Zhu, K., Jiang, F., Li, J., and Baoyin, H. (2009) Trajectory Optimization of Multi- Asteroids Exploration with Low Thrust, Transactions of the Japan Society for Aeronautical and Space Sciences, 52, No. 175, 47–54.
34. Rosa Sentinella, M., and Casalino, L. (2009) Cooperative Evolutionary Algorithm for Space Trajectory Optimization, Celestial Mechanics and Dynamical Astronomy, 105, No. 1–3, 211–227.
35. Michalewicz, Z., and Schoenauer, M. (1996) Evolutionary Algorithms for Constrained Parameter Optimization Problems, Evolutionary Computation, 4, No. 1, 1–32.
36. Prasad, B. (1981) A Class of Generalized Variable Penalty Methods for Nonlinear Programming, Journal of Optimization Theory and Applications, 35, No. 2, 159–182.
37. Fletcher, R. (1987) Practical methods of optimization, Wiley, Chichester, UK.
38. Koziel, S., and Michalewicz, Z. (1999) Evolutionary Algorithms, Homorphous Mappings, and Constrained Parameter Optimization, Evolutionary Computation, 7, No. 1, 19–44.
39. Szebeheli, V. (1967) Theory of Orbits, Academic Press, New York, NY.
40. Richardson, D. L. (1980) Analytical Construction of Periodic Orbits About the Collinear Points, Celestial Mechanics and Dynamical Astronomy, 22, No. 3, 241–253.
41. Broucke, R. A. (1968) Periodic Orbits in the Restricted Three-Body Problem With Earth- Moon Masses, JPL Technical Report 32-1168, Pasadena, CA.
42. Prussing, J. E. (1969) Optimal Four-Impulse Fixed-Time Rendezvous in the Vicinity of a Circular Orbit, AIAA Journal, 7, No. 5, 928–935.
43. Prussing, J. E. (1970) Optimal Two- and Three-Impulse Fixed-Time Rendezvous in the Vicinity of a Circular Orbit, AIAA Journal, 8, No. 7, 1221–1228.
44. Prussing, J. E., and Chiu, J.-H. (1986) Optimal Multiple-Impulse Time-Fixed Rendezvous Between Circular Orbits, Journal of Guidance, Control, and Dynamics, 9, No. 1, 17–22.
45. Colasurdo, G., Pastrone, D. (1994) Indirect Optimization Method for Impulsive Transfer, AIAA 94-3762 Proceedings of the AIAA/AAS Astrodynamics Conference, Scottsdale, AZ.
46. Prussing, J. E., and Conway, B. A. (1993) Orbital Mechanics, Oxford University Press, New York, NY.