Acquisition of Software Engineering Knowledge SWEEP: An Automatic Programming System Based on Genetic Programming and Cultural Algorithms

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

@Book{Cowan:book,
  author =       "George S. Cowan and Robert G. Reynolds",
  title =        "Acquisition of Software Engineering Knowledge SWEEP:
                 An Automatic Programming System Based on Genetic
                 Programming and Cultural Algorithms",
  publisher =    "World Scientific",
  year =         "2003",
  volume =       "14",
  series =       "Software Engineering and Knowledge Engineering",
  address =      "Singapore",
  month =        aug,
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "981-02-2920-8",
  URL =          "http://www.worldscibooks.com/compsci/3338.html",
  DOI =          "DOI:10.1142/9789814327596_fmatter",
  abstract =     "This is the first book that attempts to provide a
                 framework in which to embed an automatic programming
                 system based on evolutionary learning (genetic
                 programming) into a traditional software engineering
                 environment. As such, it looks at how traditional
                 software engineering knowledge can be integrated with
                 an evolutionary programming process in a symbiotic
                 way.

                 Contents:

                 * SWEEP: A System for the Software Engineering of
                 Evolving Programs

                 * The Genetic Programming Element Agents

                 * The Metrics Apprentice: Using Cultural Algorithms to
                 Formulate Quality Metrics for Software Systems

                 * An Example Problem for Automatic Programming: Solving
                 the Noisy Sine Problem with Discipulus

                 * Data Collection and Analysis

                 * Analysis: The Relationship of Software Metrics to
                 Bloat

                 * Defining a New Software Metric to Estimate
                 Generalisation Using the Metrics Apprentice",
  notes =        "http://www.worldscibooks.com/compsci/3338.html E-book
                 available in multiple DOI:

                 Wayne State University, USA",
  size =         "164 pages",
}

Genetic Programming entries for George S Cowan Robert G Reynolds

Citations