Markov modeling of dynamical systems via clustering and graph minimization.
Daniel K. FranchDaniel Pedro Bezerra ChavesCecilio PimentelDiego M. HamiltonPublished in: Digit. Signal Process. (2020)
Keyphrases
- dynamical systems
- graph theoretic
- differential equations
- dynamic systems
- graph partitioning
- graph clustering
- control theory
- clustering algorithm
- nonlinear dynamical systems
- qualitative simulation
- linear systems
- k means
- clustering method
- phase space
- dynamical behavior
- linear dynamical systems
- weighted graph
- spectral clustering
- partially observable
- state space
- agent environment
- predictive state representations
- objective function