DocumentCode :
2307243
Title :
Thermodynamics of emergence: Langton´s ant meets Boltzmann
Author :
Hamann, Heiko ; Schmickl, Thomas ; Crailsheim, Karl
Author_Institution :
Dept. of Zoology, Univ. of Graz, Graz, Austria
fYear :
2011
fDate :
11-15 April 2011
Firstpage :
62
Lastpage :
69
Abstract :
The current definitions of emergence have no effects in the context of artificial life that could convincingly be called `constructive´. They are rather descriptive labels or tests. In order to get towards recipes of generating emergence we need to know systemic characteristics that help during the design phase of artificial life systems and worlds. In this paper, we develop and discuss five hypotheses that are not meant to be irrevocable but rather thought-provoking. We introduce two modeling approaches for Langton´s ant to clarify these hypotheses. Then we discuss general properties of systems, such as (ir-)reversibility, dependence on initial states, computation, discreetness, and undecidable properties of system states.
Keywords :
artificial life; Langton ant meets Boltzmann; artificial life systems; thermodynamics of emergence; Context; Entropy; Equations; Mathematical model; Road transportation; Robots; Thermodynamics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Artificial Life (ALIFE), 2011 IEEE Symposium on
Conference_Location :
Paris
ISSN :
2160-6374
Print_ISBN :
978-1-61284-062-8
Type :
conf
DOI :
10.1109/ALIFE.2011.5954660
Filename :
5954660
Link To Document :
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