Automatic Re-engineering of Software Using Genetic Programming

  • Conor Ryan

Part of the Genetic Programming Series book series (GPEM, volume 2)

Table of contents

  1. Front Matter
    Pages i-xiii
  2. Conor Ryan
    Pages 1-4
  3. Conor Ryan
    Pages 5-15
  4. Conor Ryan
    Pages 17-30
  5. Conor Ryan
    Pages 31-64
  6. Conor Ryan
    Pages 65-80
  7. Conor Ryan
    Pages 81-101
  8. Conor Ryan
    Pages 103-130
  9. Conor Ryan
    Pages 131-134
  10. Back Matter
    Pages 135-140

About this book

Introduction

Automatic Re-engineering of Software Using Genetic Programming describes the application of Genetic Programming to a real world application area - software re-engineering in general and automatic parallelization specifically. Unlike most uses of Genetic Programming, this book evolves sequences of provable transformations rather than actual programs. It demonstrates that the benefits of this approach are twofold: first, the time required for evaluating a population is drastically reduced, and second, the transformations can subsequently be used to prove that the new program is functionally equivalent to the original.
Automatic Re-engineering of Software Using Genetic Programming shows that there are applications where it is more practical to use GP to assist with software engineering rather than to entirely replace it. It also demonstrates how the author isolated aspects of a problem that were particularly suited to GP, and used traditional software engineering techniques in those areas for which they were adequate.
Automatic Re-engineering of Software Using Genetic Programming is an excellent resource for researchers in this exciting new field.

Keywords

Natural algorithms compiler complexity evolutionary algorithm functions genetic algorithms genetic programming learning parallel programming programming scheduling selection software software engineering

Authors and affiliations

  • Conor Ryan
    • 1
  1. 1.University of LimerickIreland

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4615-4631-3
  • Copyright Information Kluwer Academic Publishers 2000
  • Publisher Name Springer, Boston, MA
  • eBook Packages Springer Book Archive
  • Print ISBN 978-1-4613-7094-9
  • Online ISBN 978-1-4615-4631-3
  • Series Print ISSN 1566-7863
  • About this book