Learning the Caesar and Vigenere Cipher by Hierarchical Evolutionary Re-Combination

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{Blair:2013:CEC,

• author = "Alan Blair",
• title = "Learning the Caesar and Vigenere Cipher by Hierarchical Evolutionary Re-Combination",
• booktitle = "2013 IEEE Conference on Evolutionary Computation",
• volume = "1",
• year = "2013",
• month = jun # " 20-23",
• editor = "Luis Gerardo {de la Fraga}",
• pages = "605--612",
• address = "Cancun, Mexico",
• keywords = "genetic algorithms, genetic programming, HERCL, Evolutionary computation",
• isbn13 = "978-1-4799-0453-2",
• URL = "http://www.cse.unsw.edu.au/~blair/pubs/2013BlairCEC.pdf",
• DOI = "doi:10.1109/CEC.2013.6557624",
• article_id = "1135",
• size = "8 pages",
• abstract = "We describe a new programming language called HERCL, designed for evolutionary computation with the specific aim of allowing new programs to be created by combining patches of code from different parts of other programs, at multiple scales. Large-scale patches are followed up by smaller-scale patches or mutations, recursively, to produce a global random search strategy known as hierarchical evolutionary re-combination. We demonstrate the proposed system on the task of learning to encode with the Caesar or Vigenere Cipher, and show how the evolution of one task may fruitfully be cross-pollinated with evolved solutions from other related tasks.",
• notes = "Also known as \cite{6557624} CEC 2013 - A joint meeting of the IEEE, the EPS and the IET.",

}

Genetic Programming entries for Alan Blair

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