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A simple Evolutionary Algorithm to resolve weightage sum of noisy signals.

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anantashahane/TimeSeriesDecrypter

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Time Series Decrypter

This is an evolutionary algorithm that takes in 2 or more time series, and a unknown weighted summation of them, and return the associated weightages of those time series. A conceptual representation is shown in the figure below: Working Schematic

Unlike Inverse Fourier Transform, this algorithm is capable of resolving weightage of completely noisy signals.

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A simple Evolutionary Algorithm to resolve weightage sum of noisy signals.

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