Genetic Algorithm with Machine Learning to Estimate the Optimal Objective Function Values of Subproblems.
Hitoshi IimaYohei HazamaPublished in: ISMSI (2022)
Keyphrases
- machine learning
- objective function
- genetic algorithm
- optimal solution
- decision variables
- multi objective
- optimization problems
- decision trees
- np hard
- worst case
- pattern recognition
- constrained optimization
- optimization criterion
- learning algorithm
- knowledge acquisition
- estimation error
- artificial neural networks
- knowledge representation
- computer vision
- natural language processing
- confidence intervals
- genetic algorithm is employed
- data mining
- messy genetic algorithm
- reducing the search space
- greedy algorithm
- statistical methods
- machine learning algorithms
- text classification
- computational intelligence
- text mining
- information extraction
- dynamic programming
- cost function
- lower bound
- computer science
- artificial intelligence