Straight Line Programs: A New Linear Genetic Programming Approach

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@InProceedings{Alonso:2008:ieeeICTAI,

• author = "Cesar L. Alonso and Jorge Puente and Jose Luis Montana",
• title = "Straight Line Programs: A New Linear Genetic Programming Approach",
• booktitle = "20th IEEE International Conference on Tools with Artificial Intelligence, ICTAI '08",
• year = "2008",
• month = nov,
• volume = "2",
• pages = "517--524",
• keywords = "genetic algorithms, genetic programming, computer programs, data structure, linear genetic programming approach, program tree encoding, straight line programs, symbolic regression problems, linear programming, regression analysis, tree data structures",
• DOI = "doi:10.1109/ICTAI.2008.14",
• ISSN = "1082-3409",
• abstract = "Tree encodings of programs are well known for their representative power and are used very often in Genetic Programming. In this paper we experiment with a new data structure, named straight line program (slp), to represent computer programs. The main features of this structure are described and new recombination operators for GP related to slp's are introduced. Experiments have been performed on symbolic regression problems. Results are encouraging and suggest that the GP approach based on slp's consistently outperforms conventional GP based on tree structured representations.",
• notes = "Also known as \cite{4669818}",

}

Genetic Programming entries for Cesar Luis Alonso Jorge Puente Peinador Jose Luis Montana Arnaiz

Citations