EC-KitY: Evolutionary computation tool kit in Python with seamless machine learning integration.
Moshe SipperTomer HalperinItai TzruiaAchiya ElyasafPublished in: SoftwareX (2023)
Keyphrases
- evolutionary computation
- machine learning and data mining
- tool kit
- machine learning
- computational intelligence
- evolutionary algorithm
- genetic programming
- fitness function
- genetic algorithm
- fuzzy systems
- cooperative coevolution
- evolutionary design
- evolutionary computing
- soft computing
- optimisation problems
- artificial intelligence
- learning classifier systems
- fuzzy logic
- swarm intelligence
- artificial life
- gene expression programming
- open source
- learning algorithm
- decision trees
- data mining
- genetic algorithm ga
- machine learning algorithms
- text classification
- optimization problems
- programming language
- decision making
- test functions
- simulated annealing
- evolutionary learning
- fitness landscape
- support vector machine
- evolutionary approaches
- multi objective
- nature inspired algorithms