docs: Add mathematical proof for Lagrange interpolation optimizations #167
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Description
This PR adds a comprehensive mathematical proof for two key optimization points in the Lagrange interpolator implementation:
These optimizations significantly reduce the computational cost of Lagrange interpolation by avoiding redundant calculations and leveraging mathematical properties of finite fields.
closes: #XXXX
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