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Univariate Marginal Distribution Algorithm (UMDA)
UMDA is a simple but effective EDA that assumes independence between variables. It estimates univariate marginal distributions for each variable and samples new solutions from the product of these distributions.
For continuous problems: estimates mean and variance per dimension For binary problems: estimates probability of 1 per bit
Structsยง
- BinaryUMDA
- UMDA for binary optimization
- Binary
Univariate Model - Univariate model for binary variables
- ContinuousUMDA
- UMDA for continuous optimization
- Continuous
Univariate Model - Univariate model for continuous variables
- UMDA
Builder - Builder for UMDA
- UMDA
Config - Configuration for UMDA