Understanding particle swarm optimisation by evolving problem landscapes

Proceedings - 2005 IEEE Swarm Intelligence Symposium, SIS 2005

Volumn 2005, Issue , 2005, Pages 31-38

  Langdon, W B ^a   Poli, Riccardo ^a   Holland, Owen ^a   Krink, Thiemo ^b  

^a UNIVERSITY OF ESSEX   (United Kingdom)

^b AARHUS UNIVERSITY   (Denmark)

Author keywords

[No Author keywords available]

Indexed keywords

EVOLUTIONARY ALGORITHMS; OPTIMIZATION; PROBLEM SOLVING; STOCHASTIC CONTROL SYSTEMS;

DRAWBACKS; LANDSCAPES; POPULATION-BASED APPROACH; TRADEOFF EXPLORATION;

INTELLIGENT AGENTS;

EID: 33745790294     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SIS.2005.1501599     Document Type: Conference Paper

References (8)

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3. J. Kennedy and R. C. Eberhart. Swarm Intelligence. Morgan Kaufmann, 2001.
4. J. R. Koza. Genetic Programming: On the Programming of Computers by Means of Natural Selection. MIT Press, 1992.
5. W. B. Langdon and R. Poli. Foundations of Genetic Programming. Springer-Verlag, 2002.
6. E. Ozcan and C. K. Mohan. Particle swarm optimization: Surfing the waves. In P. J. Angeline, Z. Michalewicz, M. Schoenauer, X. Yao, and A. Zalzala, editors, Proceedings of the Congress on Evolutionary Computation, volume 3, pages 1939-1944, Mayflower Hotel, Washington D.C., USA, 6-9 July 1999. IEEE Press.
7. R. Poli. TinyGP. See TinyGP GECCO 2004 competition at http://cswww.essex.ac.uk/staff/sml/gecco/TinyGP.html, 2004.
8. G. Syswerda. A study of reproduction in generational and steady state genetic algorithms. In G. J. E. Rawlings, editor, Foundations of genetic algorithms, pages 94-101. Morgan Kaufmann, Indiana University, 15-18 July 1990. Published 1991.