Evolutionary Computation 8 (4):419-442 (2000)

Authors
Mark Bedau
Reed College
Abstract
We evaluate whether John Holland’s Echo model exemplifies his theory of complex adaptive systems. After reviewing Holland’s theory of complex adaptive systems and describing his Echo model, we describe and explain the characteristic evolutionary behavior observed in a series of Echo model runs. We conclude that Echo lacks the diversity of hierarchically organized aggregates that typify complex adaptive systems, and we explore possible explanations for this failure.
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The Evolution of Complexity.Mark Bedau - 2009 - In Anouk Barberousse, M. Morange & T. Pradeau (eds.), Mapping the Future of Biology. Boston Studies in the Philosophy of Science, vol 266. Dordrecht: Springer.

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