Abstract
We consider an information-theoretic model studying the conditions when a separation between the dynamics of a 'proto-cell' and its proto-symbolic representation becomes beneficial in terms of preserving the proto-cell's information in a noisy environment. In particular, we are interested in understanding the behaviour at the "error threshold" level which, in our case, turns out to be a whole "error interval". We separate the phenomena into a "waste" and a "loss" component; the "waste" measures "packaging" information which envelops the proto-cell's information, but itself does not contain any information of interest, the "loss" measures how much of the proto-symbolically encoded information is actually lost. We observe that transitions in the waste/loss functions correspond to the boundaries of the "error interval". Secondly, we study whether and how different protocells can share such information via a joint code, even if they have slightly different individual dynamics. Implications for the emergence of biological genetic code are discussed.
Original language | English |
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Title of host publication | Artificial Life XI: Proceedings of the 11th International Conference on the Simulation and Synthesis of Living Systems, ALIFE 2008 |
Place of Publication | Cambridge, MA |
Publisher | MIT Press |
Pages | 490-497 |
Number of pages | 8 |
ISBN (Print) | 9780262750172 |
Publication status | Published - 2008 |
Externally published | Yes |
Event | 11th International Conference on the Simulation and Synthesis of Living Systems: Artificial Life XI, ALIFE 2008 - Winchester, United Kingdom Duration: 5 Aug 2008 → 8 Aug 2008 |
Other
Other | 11th International Conference on the Simulation and Synthesis of Living Systems: Artificial Life XI, ALIFE 2008 |
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Country/Territory | United Kingdom |
City | Winchester |
Period | 5/08/08 → 8/08/08 |