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aggregated Markov chains 3 aggregation of variables 3 state space reduction 3 Lumpability 2 aggregated linear dynamics 2 cellular automata 2 Hierarchical dynamics 1 coarse graining 1 coarse-graining 1 hierarchical networks 1 lumpability 1 network clustering 1 quotient processes 1 renormalization 1
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GÖRNERUP, OLOF 2 JACOBI, MARTIN NILSSON 2 AY, NIHAT 1 BERTSCHINGER, NILS 1 JOST, JÜRGEN 1 OLBRICH, ECKEHARD 1 PFANTE, OLIVER 1
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Advances in Complex Systems (ACS) 3
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COMPARISON BETWEEN DIFFERENT METHODS OF LEVEL IDENTIFICATION
PFANTE, OLIVER; BERTSCHINGER, NILS; OLBRICH, ECKEHARD; … - In: Advances in Complex Systems (ACS) 17 (2014) 02, pp. 1450007-1
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...
Persistent link: https://www.econbiz.de/10010882955
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A METHOD FOR FINDING AGGREGATED REPRESENTATIONS OF LINEAR DYNAMICAL SYSTEMS
GÖRNERUP, OLOF; JACOBI, MARTIN NILSSON - In: Advances in Complex Systems (ACS) 13 (2010) 02, pp. 199-215
A central problem in the study of complex systems is to identify hierarchical and intertwined dynamics. A hierarchical level is defined as an aggregation of the system's variables such that the aggregation induces its own closed dynamics. In this paper, we present an algorithm that finds...
Persistent link: https://www.econbiz.de/10008513328
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A SPECTRAL METHOD FOR AGGREGATING VARIABLES IN LINEAR DYNAMICAL SYSTEMS WITH APPLICATION TO CELLULAR AUTOMATA RENORMALIZATION
JACOBI, MARTIN NILSSON; GÖRNERUP, OLOF - In: Advances in Complex Systems (ACS) 12 (2009) 02, pp. 131-155
We present a method for identifying coarse-grained dynamics through aggregation of variables or states in linear …
Persistent link: https://www.econbiz.de/10004980447
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