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ScalerZeroOne

Source: Distributed_Design_Optimizer/subsystem/tools/ScalerZeroOne.py

Scaler for normalizing values to the range [0, 1].

Classes

ScalerZeroOne

Inherits from: ScalerBasis

A scaler that normalizes values to the range [0, 1].

Provides validation and scalar value support for optimization design variables.

Methods

init(self, lower_scaler_bound_unscaled: float, upper_scaler_bound_unscaled: float) → None

Initialize the ScalerZeroOne with feature range [0, 1].

Args:

lower_scaler_bound_unscaled: The lower bound of the unscaled data range.
upper_scaler_bound_unscaled: The upper bound of the unscaled data range.

Raises:

ValueError: If lower_scaler_bound_unscaled is not strictly less than upper_scaler_bound_unscaled.