Algorithm 896: LSA: Algorithms for large-scale optimization.
Ladislav LuksanCtirad MatonohaJan VlcekPublished in: ACM Trans. Math. Softw. (2009)
Keyphrases
- times faster
- learning algorithm
- computational complexity
- theoretical analysis
- computationally efficient
- computational cost
- optimization algorithm
- significant improvement
- worst case
- convergence rate
- combinatorial optimization
- computational efficiency
- single pass
- dynamic programming
- optimization problems
- related algorithms
- optimization method
- image processing algorithms
- hybrid algorithm
- incremental algorithms
- detection algorithm
- expectation maximization
- cost function
- maximum flow
- synthetic and real datasets
- k means
- algorithms require
- synthetic datasets
- space complexity
- exhaustive search
- benchmark problems
- stochastic gradient
- filtering algorithm
- global convergence
- optimization process
- search space
- optimization criteria
- preprocessing
- continuous optimization
- segmentation algorithm
- empirical analyses
- theoretical guarantees
- evolution strategy
- optimization procedure
- constrained optimization
- data clustering
- clustering method
- probabilistic model
- np hard
- evolutionary algorithm
- search algorithm
- data structure
- objective function