Modified Optimal Foraging Algorithm for Parameters Optimization of Support Vector Machine.
Gehad Ismail SayedMona M. SolimanAboul Ella HassanienPublished in: AMLTA (2018)
Keyphrases
- optimal parameters
- optimization algorithm
- dynamic programming
- detection algorithm
- optimal solution
- expectation maximization
- worst case
- support vector machine
- k means
- stochastic gradient
- parameter settings
- cost function
- objective function
- classification algorithm
- ant colony optimization
- globally optimal
- fine tuning
- similarity measure
- parameter estimation
- multi class
- multi objective
- search space
- learning algorithm
- segmentation algorithm
- linear programming
- svm classifier
- optimization problems
- probabilistic model
- optimization procedure
- joint optimization
- ant colonies