- author = "Edwin Roger Banks and Paul Agarwal and Marshall McBride and Claudette Owens",
- title = "Toward a universal operator encoding for genetic programming",
- booktitle = "GECCO-2009 Late-Breaking Papers",
- year = "2009",
- editor = "Anna I. Esparcia and Ying-ping Chen and Gabriela Ochoa and Ender Ozcan and Marc Schoenauer and Anne Auger and Hans-Georg Beyer and Nikolaus Hansen and Steffen Finck and Raymond Ros and Darrell Whitley and Garnett Wilson and Simon Harding and W. B. Langdon and Man Leung Wong and Laurence D. Merkle and Frank W. Moore and Sevan G. Ficici and William Rand and Rick Riolo and Nawwaf Kharma and William R. Buckley and Julian Miller and Kenneth Stanley and Jaume Bacardit and Will Browne and Jan Drugowitsch and Nicola Beume and Mike Preuss and Stephen L. Smith and Stefano Cagnoni and Jim DeLeo and Alexandru Floares and Aaron Baughman and Steven Gustafson and Maarten Keijzer and Arthur Kordon and Clare Bates Congdon and Laurence D. Merkle and Frank W. Moore",
- pages = "1983--1986",
- address = "Montreal",
- publisher = "ACM",
- publisher_address = "New York, NY, USA",
- month = "8-12 " # jul,
- organisation = "SigEvo",
- keywords = "genetic algorithms, genetic programming",
- isbn13 = "978-1-60558-325-9",
- bibsource = "DBLP, http://dblp.uni-trier.de",
-
DOI = "
doi:10.1145/1570256.1570263",
- size = "4 pages",
- abstract = "The 2002 CEC paper entitled {"}Genetic Programming with Smooth Operators for Arithmetic Expressions: Diviplication and Subdition{"} by Ursem and Krink \cite{ursem:2002:gpwsofaedas} proposed to blend certain arithmetic operators by interpolation to smooth the transition from one operator to another in the fitness landscape. Inspired by their idea, herein it is shown how to generalise further by using combinations of more than two operators, requiring log(N) additional parameters for each N operators so combined. Comparative results are reported for the application of this methodology to a variety of optimisation tasks including symbolic regression, an aspherical lens system design, a UAV path optimization, and a remote sensor image noise filter design.",
-
notes = "cites \cite{page:1999:smuxspmGP}. Parsimony via
fitness penalty,
non-spherical lens design. Worse except for image noise filter where universal function set does best. Distributed on CD-ROM at GECCO-2009.
ACM Order Number 910092.",
