Nonzero vectors are conjugate directions with respect to a symmetric positive-definite matrix when they are pairwise orthogonal in the inner product . They need not be orthogonal in the ordinary Euclidean inner product. They are linearly independent: multiplying a vanishing linear combination by isolates its th coefficient times .
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