Common pitfalls to avoid while using multiobjective optimization in machine learning.
Junaid AkhterPaul David FährmannKonstantin SonntagSebastian PeitzPublished in: CoRR (2024)
Keyphrases
- multiobjective optimization
- machine learning
- multi objective
- min max
- swarm intelligence
- multiobjective evolutionary algorithm
- multiobjective evolutionary algorithms
- engineering problems
- artificial immune system
- image thresholding
- evolutionary algorithm
- computational intelligence
- artificial bee colony
- nsga ii
- reinforcement learning
- optimization algorithm
- particle swarm optimization
- multiple objectives
- cooperative coevolution
- data mining
- evolutionary computation
- multi objective optimization
- genetic programming
- single objective optimization