Dependency of GPA-ES Algorithm Efficiency on ES Parameters Optimization Strength.
Tomas BrandejskyPublished in: J. Adv. Eng. Comput. (2019)
Keyphrases
- expectation maximization
- high accuracy
- optimization algorithm
- computational complexity
- learning algorithm
- fine tuning
- times faster
- experimental evaluation
- optimization method
- input data
- worst case
- computational cost
- k means
- np hard
- high efficiency
- dynamic programming
- detection algorithm
- optimal solution
- preprocessing
- maximum likelihood
- linear programming
- maximum likelihood estimation
- combinatorial optimization
- optimization model
- recognition algorithm
- computational efficiency
- matching algorithm
- stochastic gradient
- steepest descent method
- clustering method
- em algorithm
- probabilistic model
- multi objective
- search space
- search algorithm
- neural network
- similarity measure
- optimization strategies
- objective function
- levenberg marquardt
- optimal parameters
- constrained optimization
- parameter settings
- cost function
- computationally efficient
- segmentation algorithm
- parameter estimation