Macroscopic and Microscopic Computation in an Artificial Chemistry

Dittrich, Peter, Wolfgang Banzhaf, Hilmar Rauhe, and Jens Ziegler. “Macroscopic and microscopic computation in an artificial chemistry.” In Draft Proc. Second German Workshop on Artificial Life , pp. 19-22. 1997.
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Chemical and biochemical systems as part of living organisms have been shown to possess interesting computational properties [1, 2, 7]. As an example Figure 1 shows the information flow in the chemotaxis system of Escherichia Coli [10]. In a parallel development, the chemical computation metaphor is becoming more and more frequently used as part of the emergent computation paradigm in Computer Science [3, 4, 5, 6, 8]. In this contribution we will discuss two ways of how information can be processed by a collection of molecules floating around in well-stirred tank reactor. In the first case the information is stored as a concentration of a substances and computation is carried out by increase and decrease of concentration levels. We will refer to this as macroscopic computation.

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