Genetic algorithm preprocessing for numerical solution of differential games problems

Journal of Guidance, Control, and Dynamics

Volumn 27, Issue 6, 2004, Pages 1075-1078

  Horie, Kazuhiro ^a,b   Conway, Bruce A ^a,b  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

^b Dept of Aeronautical Engineering ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; GAME THEORY; GENETIC ALGORITHMS; NONLINEAR PROGRAMMING; NUMERICAL METHODS; OPTIMIZATION; PARAMETER ESTIMATION; PROBLEM SOLVING; RUNGE KUTTA METHODS;

CONTROL PROBLEMS; DIFFERENTIAL GAMES PROBLEM; OPTIMIZATION PROBLEM; PREPROCESSING;

PROGRAM PROCESSORS;

EID: 9944237906     PISSN: 07315090     EISSN: 15333884     Source Type: Journal    
DOI: 10.2514/1.3361     Document Type: Article

References (7)

1. Conway, B. A., and Hone, K., "A New Collocation-Based Method for Solving Pursuit/Evasion (Differential Games) Problems," American Astronautical Society, AAS Paper01-445, Aug. 2001.
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3. Seywald, H., Kumar, R. R., and Deshpande, S. M., "Genetic Algorithm Approach for Optimal Control Problems with Linearly Appearing Controls," Journal of Guidance, Control, and Dynamics, Vol. 18, No. 1, 1995. pp. 177-182.
4. Goldberg. D., Genetic Algorithms in Search, Optimization and Machine Learning. Addison Wesley Longman. Reading, MA. 1989. p. 22.
5. Isaacs. R., Differential Games. Wiley, New York 1965. p. 279.
6. Horie. K., "Collocation with Nonlinear Programming for Two-Sided Right Path Optimization." Ph.D. Dissertation, Dept. of Aeronautical and Astronautical Engineering. Univ. of Illinois at Urbana-Champaign. Urbana, II Feb. 2002.
7. Goldberg. D. E., and Voessner. S., "Optimizing Global-Local Search Hybrids." Proceedings of the Genetic and Evolutionary Computation Conference 1999. Morgan Kaufmann. San Francisco. 1999.