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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Produktdetaljer
ISBN
9781461546313
Publisert
2020
Utgiver
Vendor
Springer
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter