Abstract
Abstract- Coevolution has been used as optimization technique
both successfully and unsuccessfully. Successful optimization
shows integration of information at the individual
level over many fitness evaluation events and over
many generations. Alternative outcomes of the evolutionary
process, e.g. red queen dynamics or speciation,
prevent such integration. Why coevolution leads to integration
of information or to alternative evolutionary
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