Q3: Who is concerned with EAs?
EVOLUTIONARY COMPUTATION attracts researchers and people of quite
dissimilar disciplines, i.e. EC is a interdisciplinary research
field:
Computer scientists
Want to find out about the properties of sub-symbolic information
processing with EAs and about learning, i.e. adaptive systems in
general.
They also build the hardware necessary to enable future EAs
(precursors are already beginning to emerge) to huge real world
problems, i.e. the term "massively parallel computation" [HILLIS92],
springs to mind.
Engineers
Of many kinds want to exploit the capabilities of EAs on many areas
to solve their application, esp. OPTIMIZATION problems.
Roboticists
Want to build MOBOTs (MOBile ROBOTs, i.e. R2D2's and #5's cousins)
that navigate through uncertain ENVIRONMENTs, without using built-in
"maps". The MOBOTS thus have to adapt to their surroundings, and
learn what they can do "move-through-door" and what they can't "move-
through-wall" on their own by "trial-and-error".
Cognitive scientists
Might view CFS as a possible apparatus to describe models of thinking
and cognitive systems.
Physicists
Use EC hardware, e.g. Hillis' (Thinking Machine Corp.'s) Connection
Machine to model real world problems which include thousands of
variables, that run "naturally" in parallel, and thus can be modelled
more easily and esp. "faster" on a parallel machine, than on a
serial "PC" one.
Biologists
In fact many working biologists are hostile to modeling, but an
entire community of Population Biologists arose with the
'evolutionary synthesis' of the 1930's created by the polymaths R.A.
Fisher, J.B.S. Haldane, and S. Wright. Wright's SELECTION in small
POPULATIONs, thereby avoiding local optima) is of current interest to
both biologists and ECers -- populations are naturally parallel.
A good exposition of current POPULATION Biology modeling is J.
Maynard Smith's text Evolutionary Genetics. Richard Dawkin's Selfish
Gene and Extended Phenotype are unparalleled (sic!) prose expositions
of evolutionary processes. Rob Collins' papers are excellent
parallel GA models of evolutionary processes (available in [ICGA91]
and by FTP from ftp.cognet.ucla.edu:/pub/alife/papers/ ).
As fundamental motivation, consider Fisher's comment: "No practical
biologist interested in (e.g.) sexual REPRODUCTION would be led to
work out the detailed consequences experienced by organisms having
three or more sexes; yet what else should [s/]he do if [s/]he wishes
to understand why the sexes are, in fact, always two?" (Three sexes
would make for even weirder grammar, [s/]he said...)
Philosophers
and some other really curious people may also be interested in EC for
various reasons.
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