Explicit Local Models: Towards "Optimal" Optimization Algorithms.
Jan PolandPublished in: ECML (2004)
Keyphrases
- worst case
- optimization problems
- approximately optimal
- probabilistic model
- data structure
- learning algorithm
- mathematical models
- machine learning algorithms
- discrete optimization
- computationally efficient
- response surface
- combinatorial optimization
- orders of magnitude
- data sets
- computational cost
- artificial neural networks
- machine learning
- dynamic programming
- statistical models
- times faster
- search space
- linear models
- joint optimization
- lower bound
- optimal selection
- optimal solution