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Usually weight and distance functions are viewed as square real-valued matrices, so that the cost function is written down as:
This follows from the fact that, for real-valued matrices, the right-hand side of the formula is always positive, while there exist invertible matrices with a negative determinant.
Wörterbuch für Mathematik