DEvS: data distillation algorithm based on evolution strategy.
Nadiya ShvaiArcadi LlanzaMd. Abul HasnatAmir NakibPublished in: GECCO Companion (2022)
Keyphrases
- evolution strategy
- input data
- dynamic programming
- data reduction
- training data
- data sets
- preprocessing
- detection algorithm
- cost function
- noisy data
- data sources
- expectation maximization
- learning algorithm
- database
- data analysis
- particle swarm optimization
- information loss
- particle swarm optimization algorithm
- missing data
- high dimensional data
- optimization algorithm
- segmentation algorithm
- worst case
- np hard
- computational complexity
- optimal solution
- data mining techniques
- simulated annealing
- data points
- probabilistic model
- similarity measure
- optimization method
- optimization process
- evolutionary algorithm
- bayesian networks
- genetic algorithm
- synthetic datasets
- global search