The role of conditional independence in the evolution of intelligent systems.
Jory SchossauLarissa AlbantakisArend HintzePublished in: GECCO (Companion) (2017)
Keyphrases
- intelligent systems
- conditional independence
- bayesian networks
- random variables
- computational intelligence
- graphical models
- structure learning
- probability distribution
- artificial intelligence
- learning bayesian networks
- ambient intelligence
- soft computing
- causal models
- ai systems
- directed acyclic graph
- multi disciplinary
- intelligent agents
- expert systems
- applied intelligence
- conditional independencies
- statistical independence
- hybrid intelligent systems
- possibility theory
- axiomatic characterization
- fuzzy logic
- genetic algorithm
- causal discovery
- bayesian network structure
- chain graphs
- hybrid systems
- human intelligence
- markov property
- knowledge base
- pattern recognition