An Adaptive and Near Parameter-free Evolutionary Computation Approach Towards True Automation in AutoML.
Benjamin P. EvansBing XueMengjie ZhangPublished in: CEC (2020)
Keyphrases
- evolutionary computation
- parameter free
- evolutionary algorithm
- genetic programming
- computational intelligence
- machine learning and data mining
- genetic algorithm
- categorical data
- fitness function
- evolutionary learning
- fuzzy systems
- optimisation problems
- fuzzy logic
- evolutionary design
- cooperative coevolution
- outlier detection
- fully automatic
- gene expression programming
- swarm intelligence
- evolutionary approaches
- data sets
- nature inspired algorithms
- evolvable hardware
- fitness landscape
- multi objective
- estimation of distribution algorithms
- ant colony optimization
- text classification
- evolutionary methods
- video sequences
- learning algorithm
- databases