Comparison of three functors on similarity in DinamicaEGO

Posted by Bruce Liu on April 13, 2021

functor inputs outputs Window size Decay function
Calc Reciprocal Similarity Map
First map or simulated map,
second map or observed map
Two reciprocal similarity maps,
mean similarities of similarity map
Single window
Constant or exponential
Calc Similarity of Differences

Initial map,
simulated map,
observed map
Minimun similarity map of two reciprocal similarity maps,
minimum of mean similarities of two reciprocal similarity maps [**]
Single window

Constant or exponential

Calc Multi Window Similarity of Differences

Initial map,
simulated map,
observed map
Minimun of mean similarities of two reciprocal similarity maps [**],
maximum of mean similarities of two reciprocal similarity maps
Multi windows

Constant

Note that the items of [**] would return same result for a specific window size.


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