Applying Machine Learning to Low-Knowledge Control of Optimization Algorithms.
Tom CarchraeJ. Christopher BeckPublished in: Comput. Intell. (2005)
Keyphrases
- machine learning
- optimization problems
- knowledge acquisition
- learning algorithm
- combinatorial optimization
- discrete optimization
- machine learning methods
- optimization approaches
- learning systems
- domain knowledge
- knowledge representation
- benchmark datasets
- machine learning algorithms
- control system
- data mining techniques
- optimization methods
- data structure
- knowledge base
- data analysis
- background knowledge
- evolution strategy
- theoretical analysis
- machine learning approaches
- inductive logic programming
- control strategies
- stochastic gradient
- approximately optimal
- computationally efficient
- artificial intelligence
- feature selection
- active learning
- expert systems
- natural language
- pattern recognition
- search algorithm
- objective function