A Tandem Evolutionary Algorithm for Identifying Causal Rules from Complex Data.
John P. HanleyDonna M. RizzoJeffrey S. BuzasMargaret J. EppsteinPublished in: Evol. Comput. (2020)
Keyphrases
- complex data
- evolutionary algorithm
- actionable knowledge
- multi objective
- evolutionary computation
- differential evolution
- causal models
- genetic programming
- function optimization
- association rules
- causal links
- learning classifier systems
- multi objective optimization
- rule sets
- genetic algorithm
- classification rules
- logical rules
- fitness function
- rule discovery
- databases
- high dimensional data
- bayesian networks
- rule learning
- machine learning
- areas of data mining