Evolving plural programs by genetic network programming with multi-start nodes

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

Volumn , Issue , 2009, Pages 1382-1387

  Mabu, Shingo ^a   Hirasawa, Kotaro ^a  

^a WASEDA UNIVERSITY   (Japan)

Author keywords

Genetic programming; Mirror symmetry problem; Parity problem; Program generation

Indexed keywords

AUTOMATIC PROGRAMS; COMPACT PROGRAMS; DIRECTED GRAPHS; EVEN-N-PARITY PROBLEM; EVOLUTIONARY COMPUTATIONS; FIXED NUMBERS; GENE STRUCTURE; GENETIC NETWORK PROGRAMMING; GRAPH-BASED; MIRROR SYMMETRY; MULTISTART; PARITY PROBLEMS; PERFORMANCE EVALUATION; PROGRAM GENERATION; STANDARD DEVIATION;

AUTOMATIC PROGRAMMING; COMPUTATIONAL EFFICIENCY; CYBERNETICS; GENETIC ALGORITHMS; GRAPHIC METHODS; MIRRORS;

GENETIC PROGRAMMING;

EID: 74949111418     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSMC.2009.5346275     Document Type: Conference Paper

References (10)

1. J. H. Holland. Adaptation in Natural and Artificial Systems. University of Michigan Press, Ann Arbor, 1975.
2. J. R. Koza. Genetic Programming, on the programming of computers by means of natural selection. MIT Press, Cambridge, Mass., 1992.
3. J. R. Koza. Genetic Programming II, Automatic Discovery of Reusable Programs. MIT Press, Cambridge, Mass., 1994.
4. R. Setiono. On the solution of the parity problem by a single hidden layer feedforward neural network. Neurocomputing, Vol. 16, pp. 225-235, 1997.
5. D. G. Stock and J. O. Allen. How to solve the N-bit-parity problem with two hidden units. Neural Networks, Vol. 5, pp. 923-926, 1992.
6. S. Mabu, K. Hirasawa and J. Hu. A Graph-Based Evolutionary Algorithm: Genetic Network Programming and Its Extension Using Reinforcement Learning. Evolutionary Computation, MIT Press, Vol. 15, No. 3, pp. 369-398, 2007.
7. K. Hirasawa, T. Eguchi, J. Zhou, L. Yu and S. Markon, A Double-Deck Elevator Group Supervisory Control System Using Genetic Network Programming, IEEE Trans. on Systems, Man and Cybernetics, Part C, Vol. 38, No. 4, pp. 535-550, 2008.
8. S. Mabu, Y. Chen, K. Hirasawa and J. Hu. Stock Trading Rules Using Genetic Network Programming with Actor-Critic. 2007 IEEE Congress on Evolutionary Computation (CEC2007), pp. 508-515, 2007.
9. S. Mabu, H. Hatakeyama, Moe Thu Thu, K. Hirasawa and J. Hu, Genetic Network Programming with Reinforcement Learning and Its Application to Making Mobile Robot Behavior, IEEJ Trans. EIS, Vol. 126, No. 8, pp. 1009-1015, 2006.
10. S. Mabu, K. Hirasawa, Y. Matsuya and J. Hu. Genetic Network Programming for Automatic Program Generation. Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 9, No. 4, pp. 430-436, 2005.