Code Fragments: Past and Future use in Transfer Learning

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

@InProceedings{Browne:2016:GECCOcomp,

• author = "Will N. Browne",
• title = "Code Fragments: Past and Future use in Transfer Learning",
• booktitle = "GECCO '16 Companion: Proceedings of the Companion Publication of the 2016 Annual Conference on Genetic and Evolutionary Computation",
• year = "2016",
• editor = "Tobias Friedrich and Frank Neumann and Andrew M. Sutton and Martin Middendorf and Xiaodong Li and Emma Hart and Mengjie Zhang and Youhei Akimoto and Peter A. N. Bosman and Terry Soule and Risto Miikkulainen and Daniele Loiacono and Julian Togelius and Manuel Lopez-Ibanez and Holger Hoos and Julia Handl and Faustino Gomez and Carlos M. Fonseca and Heike Trautmann and Alberto Moraglio and William F. Punch and Krzysztof Krawiec and Zdenek Vasicek and Thomas Jansen and Jim Smith and Simone Ludwig and JJ Merelo and Boris Naujoks and Enrique Alba and Gabriela Ochoa and Simon Poulding and Dirk Sudholt and Timo Koetzing",
• isbn13 = "978-1-4503-4323-7",
• pages = "1405--1405",
• address = "Denver, Colorado, USA",
• month = "20-24 " # jul,
• keywords = "genetic algorithms, genetic programming",
• organisation = "SIGEVO",
• DOI = "doi:10.1145/2908961.2931737",
• publisher = "ACM",
• publisher_address = "New York, NY, USA",
• abstract = "Code Fragments (CFs) have existed as an extension to Evolutionary Computation, specifically Learning Classifiers Systems (LCSs), for half a decade. Through the scaling, abstraction and reuse of both knowledge and functionality that CFs enable, interesting problems have been solved beyond the capability of any other technique. This paper traces the development of the different CF-based systems and outlines future research directions that will form the basis for advanced Transfer Learning in LCSs.",
• notes = "Distributed at GECCO-2016.",

}

Genetic Programming entries for Will N Browne

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