An Adaptive and Near Parameter-free Evolutionary Computation Approach Towards True Automation in AutoML.
Benjamin Patrick EvansBing XueMengjie ZhangPublished in: CoRR (2020)
Keyphrases
- evolutionary computation
- parameter free
- evolutionary algorithm
- computational intelligence
- genetic programming
- categorical data
- machine learning and data mining
- fuzzy systems
- evolutionary design
- fitness function
- genetic algorithm
- optimisation problems
- evolutionary learning
- outlier detection
- cooperative coevolution
- evolutionary approaches
- gene expression programming
- swarm intelligence
- fuzzy logic
- nature inspired algorithms
- fitness landscape
- databases
- fully automatic
- multi objective
- evolvable hardware
- training data
- differential evolution
- evolutionary strategy
- attribute values
- simulated annealing
- neural network