A novel hybrid Aquila optimizer with Whale optimziation algorithm for global optimization, feature selection and optimizing SVM parameters.
Rabab BousmahaPublished in: PAIS (2022)
Keyphrases
- global optimization
- feature selection
- global solution
- optimization algorithm
- support vector machine svm
- particle swarm optimization
- expectation maximization
- global search
- constrained global optimization
- support vector
- search space
- support vector machine
- optimal parameters
- ant colony algorithm
- globally optimal
- feature space
- binary particle swarm optimization
- objective function
- learning algorithm
- dynamic programming
- classification algorithm
- optimal solution
- convergence rate
- feature selection algorithms
- mathematical model
- ant colony optimization
- parameter estimation
- probabilistic model
- particle swarm optimisation
- deterministic annealing
- k means