Genetic Programming

By: Conor Ryan, Ryan

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Hardcover | 30 November 1999

At a Glance

Hardcover
160 Pages

Dimensions(cm)
24.13 x 16.51 x 1.27

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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.

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Preface
Acknowledgments
Foreword
Introduction
Genetic Programming
Software Re-Engineering
Multi-Objective Problems
Paragen I
Practical Considerations
Paragen II
Conclusions
References
Index
Table of Contents provided by Publisher. All Rights Reserved.

Genetic Programming

At a Glance

Hardcover

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How to return your order

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