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» Learning Qualitative Models of Dynamic Systems
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EUSFLAT
2003
13 years 8 months ago
Modelling with temporal fuzzy chains
The aim of this paper is to present the Temporal Fuzzy Chains (TFCs) [3] to model the dynamic systems in a linguistic manner. TFCs make use of two different concepts: the traditio...
Juan Moreno García, Luis Jiménez, Jo...
ALIFE
1998
13 years 7 months ago
Self-Evolution in a Constructive Binary String System
We examine the qualitative dynamics of a catalytic self-organizing reaction system of binary strings that is inspired by the chemical information processing metaphor. A string is ...
Peter Dittrich, Wolfgang Banzhaf
ICML
2009
IEEE
14 years 2 months ago
Learning linear dynamical systems without sequence information
Virtually all methods of learning dynamic systems from data start from the same basic assumption: that the learning algorithm will be provided with a sequence, or trajectory, of d...
Tzu-Kuo Huang, Jeff Schneider
NIPS
1996
13 years 8 months ago
Exploiting Model Uncertainty Estimates for Safe Dynamic Control Learning
Model learning combined with dynamic programming has been shown to be e ective for learning control of continuous state dynamic systems. The simplest method assumes the learned mod...
Jeff G. Schneider
CMSB
2006
Springer
13 years 11 months ago
Incorporating Time Delays into the Logical Analysis of Gene Regulatory Networks
Based on the logical description of gene regulatory networks developed by R. Thomas, we introduce an enhanced modelling approach that uses timed automata. It yields a refined quali...
Heike Siebert, Alexander Bockmayr