Detecting Thyroid Disease Using Optimized Machine Learning Model Based on Differential Evolution.
Punit GuptaFurqan RustamKhadija KanwalWajdi AljedaaniSultan AlfarhoodMejdl S. SafranImran AshrafPublished in: Int. J. Comput. Intell. Syst. (2024)
Keyphrases
- differential evolution
- machine learning
- evolutionary algorithm
- optimization algorithm
- convergence speed
- particle swarm optimization
- differential evolution algorithm
- mutation operator
- test functions
- particle swarm optimization pso
- constrained optimization problems
- optimization method
- premature convergence
- global optimization problems
- evolution strategy
- genetic algorithm
- hybrid algorithm
- parameter optimization
- multi objective optimization
- biogeography based optimization
- function optimization problems
- crossover operator
- neural network
- numerical optimization problems
- model selection
- computational intelligence
- machine learning algorithms
- feature selection
- solving global optimization problems
- adaptive differential evolution
- learning algorithm
- multi objective
- direct search
- harmony search
- evolutionary programming
- particle swarm
- learning problems
- swarm intelligence
- support vector machine
- initial population
- real coded
- optimization problems
- genetic programming
- metaheuristic
- nsga ii