Multi-objective Classification and Feature Selection of Covid-19 Proteins Sequences using NSGA-II and MAP-Elites.
Vijay SambheShanmukha RajeshEnrique NaredoDouglas Mota DiasMeghana KshirsagarConor RyanPublished in: ICAART (2) (2021)
Keyphrases
- multi objective
- nsga ii
- feature selection
- multi objective optimization
- evolutionary algorithm
- multiobjective optimization
- multi objective optimization problems
- optimization algorithm
- multiobjective evolutionary algorithm
- pareto optimal
- classification accuracy
- support vector
- genetic algorithm
- multiple objectives
- objective function
- machine learning
- multi objective optimisation
- particle swarm optimization
- multi objective evolutionary algorithms
- text classification
- test problems
- bi objective
- feature space
- pareto optimal solutions
- support vector machine
- uniform design
- pareto set
- pareto optimal set
- evolutionary multiobjective
- optimization problems
- multi objective problems
- optimal solution
- fitness function
- pareto dominance
- multi objective differential evolution
- pareto fronts
- evolutionary multiobjective optimization
- feature set
- feature ranking
- crossover operator
- multi criteria
- strength pareto evolutionary algorithm
- lower bound
- knapsack problem
- instance selection
- constrained multi objective optimization problems
- differential evolution