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Added sanitize optional parameter to minimize() #16

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Added sanitize optional parameter to minimize() #16

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5 changes: 4 additions & 1 deletion EDAspy/optimization/eda.py
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Original file line number Diff line number Diff line change
Expand Up @@ -138,13 +138,14 @@ def export_settings(self) -> dict:
"parallelize": self.parallelize
}

def minimize(self, cost_function: callable, output_runtime: bool = True, *args, **kwargs) -> EdaResult:
def minimize(self, cost_function: callable, output_runtime: bool = True, sanitize: callable = None, *args, **kwargs) -> EdaResult:
"""
Minimize function to execute the EDA optimization. By default, the optimizer is designed to minimize a cost
function; if maximization is desired, just add a minus sign to your cost function.

:param cost_function: cost function to be optimized and accepts an array as argument.
:param output_runtime: true if information during runtime is desired.
:param sanitize: run before updating model, can be used to adjust the representation of the generation
:return: EdaResult object with results and information.
:rtype: EdaResult
"""
Expand All @@ -166,6 +167,8 @@ def minimize(self, cost_function: callable, output_runtime: bool = True, *args,

for _ in range(self.max_iter - 1):
self._truncation()
if sanitize is not None:
sanitize(self.generation)
self._update_pm()

self._new_generation()
Expand Down