Creating evolutionary algorithms by means of Analytic Programming - Design of new cost function

21st European Conference on Modelling and Simulation: Simulations in United Europe, ECMS 2007

Volumn , Issue , 2007, Pages 271-276

  Oplatková, Zuzana ^a   Zelinka, Ivan ^a  

^a TOMAS BATA UNIVERSITY IN ZLIN   (Czech Republic)

Author keywords

Analytic Programming; Differential Evolution; Evolutionary algorithms; Hill Climbing; SelfOrganizing Migrating Algorithm; Symbolic regression

Indexed keywords

COST FUNCTIONS; OPTIMIZATION;

ANALYTIC PROGRAMMING; DIFFERENTIAL EVOLUTION; HILL CLIMBING; SELF-ORGANIZING MIGRATING ALGORITHM; SYMBOLIC REGRESSION;

EVOLUTIONARY ALGORITHMS;

EID: 82555175149     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.7148/2007-0271     Document Type: Conference Paper

References (21)

1. Babu, B.V., "Evolutionary Computation - At a Glance", NEXUS, Annual Magazine of Engineering Technology Association, BITS, Pilani, pp. 3-7, 2001, also online http://discovery.bitspilani.ac.in/discipline/chemical/BVb/ publications.html
2. Johnson C. G., 2003, Artificial immune systems programming for symbolic regression, In C. Ryan, T. Soule, M. Keijzer, E. Tsang, R. Poli, and E. Costa, editors, Genetic Programming: 6th European Conference, LNCS 2610, p. 345-353
3. Kirkpatrick S., Gelatt C. D., Vecchi M. P., 1983: Optimization by Simulated Annealing, Science, 13 May 1983, Volume 220, Number 4598, p. 671 - 680
4. Koza J.R., 1998, Genetic Programming, MIT Press, ISBN 0-262-11189-6, 1998
5. Koza J.R., Bennet F. H., Andre D., Keane M., 1999, Genetic Programming III, Morgan Kaufnamm pub., ISBN 1-55860-543-6, 1999
6. Lampinen J., Zelinka I.,1999,New Ideas in Optimization - Mechanical Engineering Design Optimization by Differential Devolution, Volume 1. London: McGraw-hill, 1999, 20 p., ISBN 007-709506-5
7. Price K., Storn R. M., Lampinen J. A. 2005: Differential Evolution : A Practical Approach to Global Optimization (Natural Computing Series) Springer; 1 edition (December 22, 2005) ISBN: 3540209506
8. O'Neill M., Ryan C., 2003, Grammatical Evolution. Evolutionary Automatic Programming in an Arbitrary Language. Kluwer Academic Publishers, 2003, ISBN 1402074441
9. th International Astronautical Congress 2005, Fukuoka, Japan, 2005, paper nr. IAC-05-C1.4.07
10. Oplatkova Z., Zelinka I., 2006, Creating Evolutionary Algorithms by means of Analytic Programming - Preliminary Study, Mendel 2006 - 12th International Conference on Softcomputing, Brno, Czech Republic, 31 May - 2 June 2006, pages 19 - 24, ISBN 80-214-3195-4
11. O'Sullivan J., Ryan C. 2002, An Investigation into the Use of Different Search Strategies with Grammatical Evolution Proceedings of the 5th European Conference on Genetic Programming, p.268 - 277, 2002, Springer-Verlag, London, UK, ISBN:3-540-43378-3
12. Russel S. J., Norvig P., 1995, Artificial Intelligence: Modern Approach, Prentice Hall, 1995, ISBN: 0131038052
13. Salustowicz R. P., Schmidhuber J., 1997, Probabilistic Incremental Program Evolution, Evolutionary Computation, vol. 5, nr. 2, 1997, pages 123 - 141, MIT Press, ISSN 1063-6560 (Pubitemid 127718093)
14. Storn R., Price K. 1995: .: Differential evolution - a simple and efficient adaptive scheme for global optimization over continuous spaces. Technical Report TR-95-012, ICSI, March 1995. (Available via ftp from ftp.icsi.berkeley.edu/pub/techreports/1995/tr-95-012.pdf
15. www.ft.utb.cz/people/zelinka/ap
16. www.genetic-programming.com
17. www.grammatical-evolution.org
18. Zelinka I., 2002: Analytic programming by Means of Soma Algorithm. Mendel '02, In: Proc. 8th International Conference on Soft Computing Mendel'02, Brno, Czech Republic, 2002, 93-101., ISBN 80-214-2135-5.
19. Zelinka I., Oplatkova Z.:, 2003: Analytic programming - Comparative Study. CIRAS'03, The second International Conference on Computational Intelligence, Robotics, and Autonomous Systems, Singapore, 2003, ISSN 0219-6131
20. Zelinka I., 2004: "SOMA - Self Organizing Migrating Algorithm", In: B.V. Babu, G. Onwubolu (eds.), New Optimization Techniques in Engineering, Springer-Verlag, 2004, ISBN 3-540-20167X
21. Zelinka I.,Oplatkova Z, Nolle L., 2005, Boolean Symmetry Function Synthesis by Means of Arbitrary Evolutionary Algorithms-Comparative Study, International Journal of Simulation Systems, Science and Technology, Volume 6, Number 9, August 2005, pages 44 - 56, ISSN: 1473-8031, online http://ducati.doc.ntu.ac.uk/uksim/journal/Vol-6/No.9/cover.htm, ISSN: 1473-804x