A Re-examination Of The Cart Centering Problem Using The Chorus System

Created by W.Langdon from gp-bibliography.bib Revision:1.8620

@InProceedings{azad:2002:gecco,

• author = "R. Muhammad Atif Azad and Conor Ryan and Mark E. Burke and Ali R. Ansari",
• title = "A Re-examination Of The Cart Centering Problem Using The Chorus System",
• booktitle = "GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference",
• editor = "W. B. Langdon and E. Cant{\'u}-Paz and K. Mathias and R. Roy and D. Davis and R. Poli and K. Balakrishnan and V. Honavar and G. Rudolph and J. Wegener and L. Bull and M. A. Potter and A. C. Schultz and J. F. Miller and E. Burke and N. Jonoska",
• year = "2002",
• pages = "707--715",
• address = "New York",
• publisher_address = "San Francisco, CA 94104, USA",
• month = "9-13 " # jul,
• publisher = "Morgan Kaufmann Publishers",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "1-55860-878-8",
• URL = "http://gpbib.cs.ucl.ac.uk/gecco2002/GP144.ps",
• URL = "http://gpbib.cs.ucl.ac.uk/gecco2002/GP144.pdf",
• URL = "http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/gecco2002/gecco-2002-14.pdf",
• abstract = "The cart centering problem is well known in the field of evolutionary algorithms and has often been used as a proof of concept problem for techniques such as Genetic Programming. This paper describes the application of a grammar based, position independent encoding scheme, Chorus, to the problem. It is shown that using the traditional experimental set up employed to solve the problem, Chorus is able to come up with the solutions which appear to beat the theoretically optimal solution, known and accepted for decades in the field of control theory. However, further investigation into the literature of the relevant area reveals that there is an inherent error in the standard E.C. experimental approach to this problem, leaving room for a multitude of solutions to out perform the apparent best. This argument is validated by the performance of Chorus, producing better solutions at a number of occasions.",
• notes = "GECCO-2002. A joint meeting of the eleventh International Conference on Genetic Algorithms (ICGA-2002) and the seventh Annual Genetic Programming Conference (GP-2002)

  Nominated for best at GECCO award",

}

Genetic Programming entries for R Muhammad Atif Azad Conor Ryan Mark E Burke Ali Raza Ansari

Citations