Comparison between different methods of level identification

Levels of a complex system are characterized by the fact that they admit a closed functional description in terms of concepts and quantities intrinsic to that level. Several ideas have come up so far in order to make the notion of a closed description precise. In this paper, we present four of these approaches and investigate their mutual relationships. Our study is restricted to the case of discrete dynamical systems, where the different levels are linked by a coarse-graining of variables and states of the system.

Subjects

aggregated linear dynamics

aggregated Markov chains

aggregation of variables

coarse graining

Lumpability

state space reduction

DDC Class

004: Informatik

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Comparison between different methods of level identification