Hello, Narek!
I don't have it solved yet, but I have an observation . . .
Code:
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The center lies on the angle bisector 
The center is also equidistant from point
(focus) and a line
(directrix).
. . This determines a parabola.
The center is the intersection of this parabola and the angle bisector,
. . and there are two such points.
Maybe someone can use this knowledge . . . or not.