Population-based Algorithm Portfolios with automated constituent algorithms selection.
Ke TangFei PengGuoliang ChenXin YaoPublished in: Inf. Sci. (2014)
Keyphrases
- learning algorithm
- times faster
- computationally efficient
- single pass
- computational complexity
- algorithm has been developed
- significant improvement
- classification algorithm
- computational cost
- synthetic and real world datasets
- theoretical analysis
- benchmark problems
- computational efficiency
- related algorithms
- worst case
- empirical analyses
- algorithms require
- synthetic and real datasets
- maximum flow
- image processing algorithms
- nearest neighbour
- decomposition algorithm
- cost function
- filtering algorithm
- iterative algorithms
- incremental algorithms
- recently developed
- noisy data
- convergence rate
- selection algorithm
- computationally demanding
- space complexity
- provably convergent
- objective function
- simulated annealing
- detection algorithm
- optimization algorithm
- particle swarm optimization
- hybrid algorithm
- k means
- theoretical guarantees
- optimization problems
- linear programming
- clustering method
- matching algorithm
- combinatorial optimization
- solution quality
- exhaustive search
- markov random field
- multi objective
- highly efficient
- preprocessing
- data structure
- incremental version
- genetic algorithm
- neural network