Enhancing Algorithm Selection through Comprehensive Performance Evaluation: Statistical Analysis of Stochastic Algorithms.
Azad Arif Hama AminAso M. AladdinDler O. HasanSoran R. Mohammed-TahaTarik A. RashidPublished in: Comput. (2023)
Keyphrases
- learning algorithm
- statistical analysis
- times faster
- computational cost
- space complexity
- worst case
- related algorithms
- stochastic approximation
- computational efficiency
- theoretical analysis
- convergence rate
- computational complexity
- classification algorithm
- monte carlo
- selection algorithm
- algorithms require
- recently developed
- combinatorial optimization
- empirical analyses
- detection algorithm
- single pass
- optimization algorithm
- dynamic programming
- image processing algorithms
- hybrid algorithm
- incremental version
- provably convergent
- maximum flow
- data clustering
- synthetic and real datasets
- preprocessing
- significant improvement
- image segmentation
- optimal solution
- incremental algorithms
- iterative algorithms
- k means
- cost function
- synthetic datasets
- exhaustive search
- solution quality
- segmentation algorithm
- simulated annealing
- filtering algorithm
- apriori algorithm
- matching algorithm
- continuous domains
- graph cuts
- search space
- lower bound
- data structure
- benchmark problems
- computationally efficient
- similarity measure