Approximate lumpability for Markovian agent-based models using local symmetries
From MaRDI portal
Publication:5235047
DOI10.1017/jpr.2019.44zbMath1436.60073arXiv1804.00910OpenAlexW2977828068WikidataQ127191443 ScholiaQ127191443MaRDI QIDQ5235047
Wasiur R. KhudaBukhsh, Heinz Koeppl, Yann Disser, Arnab Auddy
Publication date: 7 October 2019
Published in: Journal of Applied Probability (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1804.00910
Computational methods in Markov chains (60J22) Continuous-time Markov processes on discrete state spaces (60J27) Applications of continuous-time Markov processes on discrete state spaces (60J28)
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Markov chain aggregation and its applications to combinatorial reaction networks
- Lumpability abstractions of rule-based systems
- Mathematics of epidemics on networks. From exact to approximate models
- Exact epidemic models on graphs using graph-automorphism driven lumping
- Graph fibrations and symmetries of network dynamics
- Automorphisms of random graphs with specified vertices
- Markov chain aggregation for agent-based models
- Contact processes on random graphs with power law degree distributions have critical value 0
- A finite characterization of weak lumpable Markov processes. II: The continuous time case
- Universal covers of graphs: Isomorphism to depth \(n-1\) implies isomorphism to all depths
- Characterizing limits and opportunities in speeding up Markov chain mixing
- Graph isomorphism, color refinement, and compactness
- Lifting Markov chains to speed up mixing
- Tight Lower and Upper Bounds for the Complexity of Canonical Colour Refinement
- From exact stochastic to mean-field ODE models: a new approach to prove convergence results
- Optimal Kullback–Leibler Aggregation via Information Bottleneck
- On weak lumpability in Markov chains
- Graph fibrations, graph isomorphism, and PageRank
- The automorphism group of random graphs with a given number of edges
- Random Graph Isomorphism
- Exact and ordinary lumpability in finite Markov chains
- On the asymmetry of random regular graphs and random graphs
- A SUCCESSIVE LUMPING PROCEDURE FOR A CLASS OF MARKOV CHAINS
- The Diameter of Sparse Random Graphs
- Validation of Stochastic Systems
- Optimal Kullback-Leibler Aggregation via Spectral Theory of Markov Chains
- Graph isomorphism in quasipolynomial time [extended abstract]
- Fibrations of graphs
This page was built for publication: Approximate lumpability for Markovian agent-based models using local symmetries