July 2001
Intermediate to advanced
576 pages
27h 16m
English
Content preview from Creative Evolutionary Systems
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An
Introduction to Creative Evolutionary
Systems
1.12
FIGURE
Mutation hyperellipsoids defining equal probability density around each solu-
tion. In this example, each solution has two a parameters and one a parameter
to guide mutation. Note how mutations toward the better area of the search
space are encouraged.
recommends the use of the (H, 2)-ES with a parent:offspring ratio of 1:7. See the
recommended reading section at the end of this chapter for books on ES.
Evolutionary Programming
Evolutionary programming was developed by Lawrence Fogel in the early 1960s.
Its algorithmic form closely resembles ...
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