Genetic Programming with Guaranteed Constraints

Created by W.Langdon from gp-bibliography.bib Revision:1.8120

@InProceedings{RASC2002SC2108,

• author = "Colin G. Johnson",
• title = "Genetic Programming with Guaranteed Constraints",
• booktitle = "Proceedings of the 4th International Conference on Recent Advances in Soft Computing",
• year = "2002",
• editor = "Ahmad Lotfi and Jon Garibaldi and Robert John",
• pages = "134--140",
• address = "Nottingham, United Kingdom",
• month = dec # " 12-13",
• publisher = "The Nottingham Trent University",
• keywords = "genetic algorithms, genetic programming, constraints, safety, mobile robotics, verification",
• ISBN = "1-84233-076-4",
• URL = "http://www.cs.kent.ac.uk/pubs/2002/1545/content.pdf",
• size = "6 pages",
• abstract = "Genetic programming is a powerful technique for automatically generating program code from a description of the desired functionality. However it is frequently distrusted by users because the programs are generated with reference to a training set, and there is no formal guarantee that the generated programs will operate as intended outside of this training set. This paper describes a way of including constraints into the fitness function of a genetic programming system, so that the evolution is guided towards a solution which satisfies those constraints and so that a check can be made when a solution satisfies those constraints. This is applied to a problem in mobile robotics.",
• notes = "broken Dec 2024 http://www.rasc2002.info https://irep.ntu.ac.uk/id/eprint/7246",

}

Genetic Programming entries for Colin G Johnson

Citations