Machine Learning for the identification of phase-transitions in interacting agent-based systems.
Nikolaos EvangelouDimitrios G. GiovanisGeorge A. KevrekidisGrigorios A. PavliotisIoannis G. KevrekidisPublished in: CoRR (2023)
Keyphrases
- phase transition
- agent based systems
- machine learning
- satisfiability problem
- random constraint satisfaction problems
- constraint satisfaction
- agent systems
- multi agent systems
- dynamic environments
- agent technology
- randomly generated
- hard problems
- distributed systems
- np complete problems
- combinatorial problems
- multiagent systems
- software agents
- real time
- graph coloring
- random graphs
- np complete
- decision support system
- data analysis
- sat problem
- computational intelligence
- knowledge representation
- artificial intelligence
- random instances
- cellular automata
- intelligent agents
- orders of magnitude
- description logics
- case based reasoning
- control system