Algorithm Portfolios for Noisy Optimization: Compare Solvers Early.
Marie-Liesse CauwetJialin LiuOlivier TeytaudPublished in: LION (2014)
Keyphrases
- optimization algorithm
- detection algorithm
- dynamic programming
- learning algorithm
- computational complexity
- optimization model
- search space
- similarity measure
- noisy data
- clustering method
- segmentation algorithm
- computationally efficient
- high accuracy
- probabilistic model
- experimental evaluation
- significant improvement
- improved algorithm
- recognition algorithm
- convergence rate
- optimization process
- stochastic gradient
- matching algorithm
- preprocessing
- k means
- cost function
- theoretical analysis
- np hard
- expectation maximization
- evolution strategy
- objective function
- computational cost
- highly optimized
- optimal solution
- global optimization
- combinatorial optimization
- optimization method
- optimization problems