Geometric PSO + GP = particle swarm programming

2008 IEEE Congress on Evolutionary Computation, CEC 2008

Volumn , Issue , 2008, Pages 3594-3600

  Togelius, Julian ^a   De Nardi, Renzo ^b   Moraglio, Alberto ^c  

^a DALLE MOLLE INSTITUTE FOR ARTIFICIAL INTELLIGENCE IDSIA   (Switzerland)

^b UNIVERSITY OF ESSEX   (United Kingdom)

^c UNIVERSITY OF COIMBRA   (Portugal)

Author keywords

[No Author keywords available]

Indexed keywords

BOOLEAN FUNCTIONS; COMPUTER PROGRAMMING; EVOLUTIONARY ALGORITHMS; GENETIC ALGORITHMS; GENETIC PROGRAMMING; OPTIMIZATION; TREES (MATHEMATICS);

EXPRESSION TREES; GENETIC PROGRAMS; NEW ALGORITHMS; PARTICLE SWARMS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 55749110379     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2008.4631284     Document Type: Conference Paper

References (16)

1. M. Clerc, Discrete particle swarm optimization, illustrated by the traveling salesman problem, New Optimization Techniques in Engineering, Springer, 2004, pp. 219-239.
2. N. L. Cramer, A representation for the adaptive generation of simple sequential programs, Proceedings of an International Conference on Genetic Algorithms and Their Applications, 1985.
3. A. Ekart and S. Z. Nemeth, A metric for genetic programs and fitness sharing, Genetic Programming, Proceedings of EuroGP'2000, 2000, pp. 259-270.
4. J. Kennedy and R. C. Eberhart, A discrete binary version of the particle swarm algorithm, IEEE Transactions on Systems, Man, and Cybernetics 5 (1997), 4104-4108.
5. _, Swarm intelligence, Morgan Kaufmann, 2001.
6. John R. Koza, Genetic programming: On the programming of computers by means of natural selection, The MIT Press, 1992.
7. W. Langdon and R. Poli, Foundations of genetic programming, Springer-Verlag, 2002.
8. S. W. Mahfoud, Niching methods for genetic algorithms, Ph.D. thesis, University of Illinois at Urbana-Champaign, 1995.
9. A. Moraglio, C. Di Chio, and R. Poli, Geometric particle swarm optimization, European Conference on Genetic Programming, 2007, pp. 125-136.
10. A. Moraglio and R. Poli, Topological interpretation of crossover, Proceedings of the Genetic and Evolutionary Computation Conference. 2004, pp. 1377-1388.
11. _, Geometric landscape of homologous crossover for syntactic trees, Proceedings of IEEE congress on evolutionary computation, 2005, pp. 427-434.
12. _, Product geometric crossover, Proceedings of Parallel Problem Solving from Nature conference, 2006, pp. 1018-1027.
13. _, Inbreeding properties of geometric crossover and nongeometric recombinations, Proceedings of the workshop on the Foundations of Genetic Algorithms, 2007, (to appear).
14. _, Topological crossover for the permutation representation, Journal of the Italian Association for Artificial Intelligence (2007), (to appear).
15. A. Moraglio and J. Togelius, Geometric pso for the sudoku puzzle, Proceedings of the Genetic and Evolutionary Computation Conference, 2007, pp. 118-125.
16. M. O'Neill and A. Brabazon, Grammatical swarm, Proceedings of the Genetic and Evolutionary Computation Conference, 2004, pp. 163-174.