A Big Data based Approach to Chance Constrained Problems Using Weighted Stratified Sampling and Differential Evolution.
Kiyoharu TagawaPublished in: SICE (2019)
Keyphrases
- differential evolution
- big data
- chance constrained
- evolutionary algorithm
- robust optimization
- optimization algorithm
- optimization problems
- particle swarm optimization
- stratified sampling
- genetic algorithm
- data analysis
- cloud computing
- data warehousing
- business intelligence
- neural network
- knapsack problem
- benchmark problems
- multi objective optimization
- mathematical programming
- end users
- computationally tractable
- feature selection
- data mining