An Investigation on the Roles of Insertion and Deletion Operators in Tree Adjoining Grammar Guided Genetic Programming

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@InProceedings{nguyen:2004:aiotroiadoitagggp,

• title = "An Investigation on the Roles of Insertion and Deletion Operators in Tree Adjoining Grammar Guided Genetic Programming",
• author = "Nguyen Xuan Hoai and Robert Ian McKay",
• pages = "472--477",
• booktitle = "Proceedings of the 2004 IEEE Congress on Evolutionary Computation",
• year = "2004",
• publisher = "IEEE Press",
• month = "20-23 " # jun,
• address = "Portland, Oregon",
• ISBN = "0-7803-8515-2",
• keywords = "genetic algorithms, genetic programming, Theory of evolutionary algorithms",
• DOI = "doi:10.1109/CEC.2004.1330894",
• size = "6 pages",
• abstract = "We investigate the roles of insertion and deletion as mutation operators and as local search operators in a Tree Adjoining Grammar Guided Genetic Programming (TAG3P) system [13]. The results show that, on three standard problems, these operators work better as mutation operators than the more standard sub-tree mutation originally used in [13, 14]. Moreover, for some problems, insetion and deletion can also act effectively as local search operators, allowing TAG3P to solve problems with very small population sizes.",
• notes = "RI Mc Kay CEC 2004 - A joint meeting of the IEEE, the EPS, and the IEE.",

}

Genetic Programming entries for Nguyen Xuan Hoai R I (Bob) McKay

Citations