IMGP - A Novel Instruction Matrix based Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{RASC200491,

• author = "Gang Li and Kwong Sak Leung and Kin Hong Lee",
• title = "{IMGP} - A Novel Instruction Matrix based Genetic Programming",
• booktitle = "Proceedings of the 5th International Conference on Recent Advances in Soft Computing",
• year = "2004",
• editor = "Ahmad Lotfi",
• pages = "403--409",
• address = "Nottingham, United Kingdom",
• month = dec # " 16-18",
• publisher = "Nottingham Trent University",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "1-84233-110-8",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.136.3418",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.136.3418.pdf",
• size = "7 pages",
• abstract = "This paper proposes a new architecture for tree-based genetic programming, which evolves the schemata directly. Rather than gathering individuals to form the population, the architecture extracts individuals from an instruction matrix, which keeps the schemata information. It also uses fixed length hs-expressions to represent trees in any shape. In order to manipulate the instruction matrix and the hs-expression, new genetic operators are exploited as well as the new fitness evaluation function. The experimental results verify that it produces results much better than those of the canonical genetic programming in the problems tested in this paper.",
• notes = "Broken Jan 2013 http://www.rasc2004.info",

}

Genetic Programming entries for Gang Li Kwong-Sak Leung Kin-Hong Lee

Citations