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Practical Neural Network Recipies in C++
book

Practical Neural Network Recipies in C++

by Masters
June 2014
Intermediate to advanced content levelIntermediate to advanced
493 pages
20h 30m
English
Morgan Kaufmann
Content preview from Practical Neural Network Recipies in C++
140
Chapter 8
Evaluation
The process of evaluating the fitness of an individual consists of the
following five steps:
1) Convert the chromosome's genotype to its phenotype.
2) Evaluate the objective function.
3) Convert the objective function's value to a raw fitness.
4) Convert the raw fitness to a scaled fitness.
5) Convert the scaled fitness to an expected frequency of
selection as a parent.
Each of these operations will now be discussed.
Converting a chromosome's genotype to its phenotype is trivial
if the simple coding scheme of "one gene equals one parameter" is
used. The sample optimization program presented later in this section
use ...
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Publisher Resources

ISBN: 9780080514338