Evolutionary Programming and Genetic Programming

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

@InBook{michalewicz:1996:GADSEP.13,

• author = "Zbigniew Michalewicz",
• title = "Evolutionary Programming and Genetic Programming",
• booktitle = "Genetic Algorithms + Data Structures = Evolution Programs",
• year = "1996",
• chapter = "13",
• pages = "283--287",
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming, EP",
• URL = "http://link.springer.com/chapter/10.1007/978-3-662-03315-9_14",
• DOI = "doi:10.1007/978-3-662-03315-9_14",
• abstract = "In this chapter we review briefly two powerful evolutionary techniques; these are evolutionary programming (section 13.1) and genetic programming (section 13.2). These two techniques were developed a quarter of a century apart from each other; they aimed at different problems; they use different chromosomal representations for individuals in the population, and they put emphasis on different operators. Yet, they are very similar from our perspective of evolution programs: for particular tasks they aim at, they use specialized data structures (finite state machines and tree-structured computer programs) and specialised genetic operators. Also, both methods must control the complexity of the structure (some measure of the complexity of a finite state machine or a tree might be incorporated in the evaluation function). We discuss them in turn.",

}

Genetic Programming entries for Zbigniew Michalewicz

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