Search Strategies for Grammatical Optimization Problems - Alternatives to Grammar-Guided Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@InCollection{series/sci/KronbergerK15,

• author = "Gabriel Kronberger and Michael Kommenda",
• title = "Search Strategies for Grammatical Optimization Problems - Alternatives to Grammar-Guided Genetic Programming",
• bibdate = "2015-06-29",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/series/sci/sci595.html#KronbergerK15",
• booktitle = "Computational Intelligence and Efficiency in Engineering Systems",
• publisher = "Springer",
• year = "2015",
• volume = "595",
• editor = "Grzegorz Borowik and Zenon Chaczko and Witold Jacak and Tadeusz Luba",
• isbn13 = "978-3-319-15719-1",
• pages = "89--102",
• series = "Studies in Computational Intelligence",
• keywords = "genetic algorithms, genetic programming",
• URL = "http://dx.doi.org/10.1007/978-3-319-15720-7",
• DOI = "doi:10.1007/978-3-319-15720-7_7",
• abstract = "In this chapter, we have a closer look at search strategies for optimization problems, where the structure of valid solutions is defined through a formal grammar. These problems frequently occur in the genetic programming (GP) literature, especially in the context of grammar-guided genetic programming [18]. Even though a lot of progress has been made to extend and improve GP in the last 25 years and many impressive solutions have been produced by GP, the initial goal of an automated programming machine for generating computer programs is still far away and GP is not yet established as a reliable and general method for solving grammatical optimization problems. Instead, many different GP variants have been described and used for solving specific problems. Today the term GP refers to a large set of related algorithms where the commonality mainly is that an evolutionary algorithm is used to produce solutions which often (but not always) represent code that can be executed by a problem specific...",

}

Genetic Programming entries for Gabriel Kronberger Michael Kommenda

Citations