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Parallel Genetic Algorithm Fitness Function Team For Eigenstructure Assignment Via Lqr Designs
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Proceedings Of The 1999 Congress On Evolutionary Computation, Cec 1999. Ieee Computer Society, v. 2, n. , p. 1035 - 1042, 1999.
10.1109/CEC.1999.782537
2-s2.0-70349400609
Autor
Da Fonseca Neto J.V.
Bottura C.P.
Institución
Resumen
The article discusses the development of a strategy based on a fitness function team exploration for a parallel genetic algorithm and its application to eigenstructure assignment via LQR design of a dynamical system. A multiobjective optimization based strategy and a decision making framework are formulated in terms of schema theorem and multi armed bandit problem. An aircraft state space model is used to illustrate the algorithm performance, whose purpose is to find a state feedback controller that leads to a specified eigenstructure assignment. © 1999 IEEE. 2
1035 1042 Bottura, C.P., Fonseca Neto, J.V., Parallel eigenstructure assignment via lqr design and genetic algorithms (1999) 1999 American Control Conference, Accepted Paper Chankong, V., Haimes, Y.Y., (1983) Multiobjective Decsion Making: Theory and Methdology. Vol. 8 of 8, , Elsevier Science Publishing Co, Inc. P. O. Box 211, 1000 AE Amsterdam, Netherlands Clark, T., Davis, R., Robust eigenstructure assignment using the genetic algorithm and constrained state feedback (1997) IMechE, 211 (PART I), pp. 53-61 Davis, R., Clark, T., Parallel implementation of a genetic alghorithm (1995) Control Eng. Practice, 3 (1), pp. 11-19 Fonseca, C.M., Fleming, P.J., Multiobjective optimization and multiple constraint handling with evolutionary algorithms-part i: A unified formulation (1998) IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans, 28 (1), pp. 26-37 Fonseca, C.M., Fleming, P.J., Multiobjective optimization and multiple constraint handling with evolutionary algorithms-part ii: Application example (1998) IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans, 28 (1), pp. 38-48 Goldeberg, D.E., (1989) Genetic Algorithms in Search, Optimization, and Machine Learning, , Addison Wesley Publishing Company. Ann Arbor-Michigan-USA Holland, J.H., (1975) Adaptation in Natural and Artificial Systems, , University of Michigan Press. Ann Arbor-Michigan-USA Koza, J.R., (1992) Genetic Programmming: On the Programming of Computers by Means of Natural Selection, , MIT Press. Cambridge, Massachusetts - USA Liebst, B.S., Huckabone, T.C., An algorithm for robust eigenstructure assignment using linear quadratic regulator (1992) AIAA Guidance Navigation and Control Conf, pp. 896-909 Liu, G.P., Patton, R.J., Robust control design using eigenstructure assignment and multiobjective optimization (1996) International Journal of Systems Science, 27 (9), pp. 871-879 Marrison, C.I., Stengel, R.F., Robust control system design using random search and genetic algorithms (1997) IEEE Tranaction on Automatic Control, 42 (6), pp. 835-839 Sobel, K.M., Shapiro, E.Y., Eigenstructure assignment: A tutorial part I theory (1985) Proceedings of American Control Conference 5th, 1, pp. 456-460. , Saint-Nazaire, USA Sobel, K.M., Shapiro, E.Y., Eigenstructure assignment: A tutorial part II Applications (1985) Proceedings of American Control Conference 5th, 1, pp. 461-462. , Saint-Nazaire, USA