Automatic Re-engineering of Software Using Genetic Programming (Paperback, Softcover reprint of the original 1st ed. 2000)

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.

General

Imprint:	Springer-Verlag New York
Country of origin:	United States
Series:	Genetic Programming, 2
Release date:	November 2012
First published:	2000
Authors:	Conor Ryan
Dimensions:	235 x 155 x 9mm (L x W x T)
Format:	Paperback
Pages:	140
Edition:	Softcover reprint of the original 1st ed. 2000
ISBN-13:	978-1-4613-7094-9
Categories:	Books > Computing & IT > Computer programming > Software engineering Books > Computing & IT > Computer programming > Programming languages > General Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	1-4613-7094-9
Barcode:	9781461370949

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