FIFTH: A Stack Based GP Language for Vector Processing

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{eurogp07:holladay,
  author =       "Kenneth Holladay and Kay Robbins and 
                 Jeffery {von Ronne}",
  title =        "FIFTH: A Stack Based GP Language for Vector
                 Processing",
  editor =       "Marc Ebner and Michael O'Neill and Anik\'o Ek\'art and 
                 Leonardo Vanneschi and Anna Isabel Esparcia-Alc\'azar",
  booktitle =    "Proceedings of the 10th European Conference on Genetic
                 Programming",
  publisher =    "Springer",
  series =       "Lecture Notes in Computer Science",
  volume =       "4445",
  year =         "2007",
  address =      "Valencia, Spain",
  month =        "11-13 " # apr,
  pages =        "102--113",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "3-540-71602-5",
  isbn13 =       "978-3-540-71602-0",
  DOI =          "doi:10.1007/978-3-540-71605-1_10",
  abstract =     "FIFTH, a new stack-based genetic programming language,
                 efficiently expresses solutions to a large class of
                 feature recognition problems. This problem class
                 includes mining time-series data, classification of
                 multivariate data, image segmentation, and digital
                 signal processing (DSP). FIFTH is based on FORTH
                 principles. Key features of FIFTH are a single data
                 stack for all data types and support for vectors and
                 matrices as single stack elements. We demonstrate that
                 the language characteristics allow simple and elegant
                 representation of signal processing algorithms while
                 maintaining the rules necessary to automatically evolve
                 stack correct and control flow correct programs. FIFTH
                 supports all essential program architecture constructs
                 such as automatically defined functions, loops,
                 branches, and variable storage. An XML configuration
                 file provides easy selection from a rich set of
                 operators, including domain specific functions such as
                 the Fourier transform (FFT). The fully-distributed
                 FIFTH environment (GPE5) uses CORBA for its underlying
                 process communication.",
  notes =        "Part of \cite{ebner:2007:GP} EuroGP'2007 held in
                 conjunction with EvoCOP2007, EvoBIO2007 and
                 EvoWorkshops2007",
}

Genetic Programming entries for Kenneth L Holladay Kay A Robbins Jeffery von Ronne

Citations