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Adaptive Individuals In Evolving Populations - Models And Algorithms (Paperback, New)
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Adaptive Individuals In Evolving Populations - Models And Algorithms (Paperback, New)
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The theory of evolution has been most successful explaining the
emergence of new species in terms of their morphological traits.
Ethologists teach that behaviors, too, qualify as first-class
phenotypic features, but evolutionary accounts of behaviors have
been much less satisfactory. In part this is because maturational
"programs" transforming genotype to phenotype are "open" to
environmental influences affected by behaviors. Further, many
organisms are able to continue to modify their behavior, i.e.,
learn, even after fully mature. This creates an even more complex
relationship between the genotypic features underlying the
mechanisms of maturation and learning and the adapted behaviors
ultimately selected.A meeting held at the Santa Fe Institute during
the summer of 1993 brought together a small group of biologists,
psychologists, and computer scientists with shared interests in
questions such as these. This volume consists of papers that
explore interacting adaptive systems from a range of
interdisciplinary perspectives. About half of the articles are
classic, seminal references on the subject, ranging from biologists
like Lamarck and Waddington to psychologists like Piaget and
Skinner. The other half represent new work by the workshop
participants. The role played by mathematical and computational
tools, both as models of natural phenomena and as algorithms useful
in their own right, is particularly emphasized in these new papers.
In all cases, the prefaces help to put the older papers in a modern
context. For the new papers, the prefaces have been written by
colleagues from a discipline other than the paper's authors, and
highlight, for example, what a computer scientist can learn from a
biologist's model, or vice versa. Through these cross-disciplinary
"dialogues" and a glossary collecting multidisciplinary
connotations of pivotal terms, the process of interdisciplinary
investigation itself becomes a central theme.
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