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How is the minimum point of a continuous function determined from an open interval? What properties are required from the approximation? How does the method

How is the minimum point of a continuous function determined from an open interval? What properties are required from the approximation? How does the method of least squares differ from using derivative interpolation and linear interpolation? How is the maximum point of the cost function found?

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