Piece-wise quadratic function

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How can I find a minimum of a piece-wise quadratic function? (minorant of a set of quadratic functions)

An example of this will be appreciated.

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The minimum of every piece is the smallest of the values at the endpoints and at the stationary point (if any). The global minimum is the smallest of all pieces.