JIDT: An Information-Theoretic Toolkit for Studying the Dynamics of Complex Systems.
Joseph Troy LizierPublished in: Frontiers Robotics AI (2014)
Keyphrases
- complex systems
- information theoretic
- information theory
- mutual information
- dynamic systems
- agent based models
- information bottleneck
- theoretic framework
- emergent behavior
- discrete event systems
- jensen shannon divergence
- mathematical models
- multi agent systems
- steady state simulation
- biological systems
- multi modality
- entropy measure
- information theoretic measures
- physical systems
- log likelihood
- minimum description length
- pattern recognition
- kullback leibler divergence
- fuzzy cognitive maps
- dynamical systems
- biologically inspired
- technical systems
- knowledge management