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Frenet–Serret formulas
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== Formulas in ''n'' dimensions == The Frenet–Serret formulas were generalized to higher-dimensional Euclidean spaces by [[Camille Jordan]] in 1874. Suppose that {{math|'''r'''(''s'')}} is a smooth curve in <math>\R^n,</math> and that the first {{mvar|n}} derivatives of {{math|'''r'''}} are linearly independent.<ref>Only the first {{math|''n'' − 1}} actually need to be linearly independent, as the final remaining frame vector {{math|'''e'''<sub>''n''</sub>}} can be chosen as the unit vector orthogonal to the span of the others, such that the resulting frame is positively oriented.</ref> The vectors in the Frenet–Serret frame are an [[orthonormal basis]] constructed by applying the [[Gram–Schmidt process]] to the vectors {{math|('''r'''′(''s''), '''r'''′′(''s''), ..., '''r'''<sup>(''n'')</sup>(''s''))}}. In detail, the unit tangent vector is the first Frenet vector {{math|''e''<sub>1</sub>(''s'')}} and is defined as <math display=block>\mathbf{e}_1(s) = \frac{\overline{\mathbf{e}_1}(s)} {\| \overline{\mathbf{e}_1}(s) \|}</math> where <math display=block>\overline{\mathbf{e}_1}(s) = \mathbf{r}'(s)</math> The '''normal vector''', sometimes called the '''curvature vector''', indicates the deviance of the curve from being a straight line. It is defined as <math display=block>\overline{\mathbf{e}_2}(s) = \mathbf{r}''(s) - \langle \mathbf{r}''(s), \mathbf{e}_1(s) \rangle \, \mathbf{e}_1(s)</math> Its normalized form, the '''unit normal vector''', is the second Frenet vector {{math|'''e'''<sub>2</sub>(''s'')}} and defined as <math display=block>\mathbf{e}_2(s) = \frac{\overline{\mathbf{e}_2}(s)} {\| \overline{\mathbf{e}_2}(s) \|} </math> The tangent and the normal vector at point {{mvar|s}} define the ''[[osculating plane]]'' at point {{math|'''r'''(''s'')}}. The remaining vectors in the frame (the binormal, trinormal, etc.) are defined similarly by :<math>\begin{align} \mathbf{e}_{j}(s) &= \frac{\overline{\mathbf{e}_{j}}(s)}{\|\overline{\mathbf{e}_{j}}(s) \|}, \\ \overline{\mathbf{e}_{j}}(s) &= \mathbf{r}^{(j)}(s) - \sum_{i=1}^{j-1} \langle \mathbf{r}^{(j)}(s), \mathbf{e}_i(s) \rangle \, \mathbf{e}_i(s). \end{align} </math> The last vector in the frame is defined by the cross-product of the first {{math|''n'' − 1}} vectors: <math display=block> \mathbf{e}_n(s) = \mathbf{e}_1(s) \times \mathbf{e}_2(s) \times \dots \times \mathbf{e}_{n-2}(s) \times \mathbf{e}_{n-1}(s)</math> The real valued functions used below {{math|''χ<sub>i</sub>''(''s'')}} are called '''generalized curvature''' and are defined as <math display=block>\chi_i(s) = \frac{\langle \mathbf{e}_i'(s), \mathbf{e}_{i+1}(s) \rangle}{\| \mathbf{r}'(s) \|} </math> The '''Frenet–Serret formulas''', stated in matrix language, are <math display=block> \begin{bmatrix} \mathbf{e}_1'(s)\\ \vdots \\ \mathbf{e}_n'(s) \\ \end{bmatrix} = \| \mathbf{r}'(s) \| \cdot \begin{bmatrix} 0 & \chi_1(s) & 0 & 0 \\[4pt] -\chi_1(s) & \ddots & \ddots & 0 \\[4pt] 0 & \ddots & \ddots & \chi_{n-1}(s) \\[4pt] 0 & 0 & -\chi_{n-1}(s) & 0 \end{bmatrix} \begin{bmatrix} \mathbf{e}_1(s) \\ \vdots \\ \mathbf{e}_n(s) \\ \end{bmatrix} </math> Notice that as defined here, the generalized curvatures and the frame may differ slightly from the convention found in other sources. The top curvature {{math|''χ''{{sub|''n''−1}}}} (also called the torsion, in this context) and the last vector in the frame {{math|'''e'''{{sub|''n''}}}}, differ by a sign <math display=block> \operatorname{or}\left(\mathbf{r}^{(1)},\dots,\mathbf{r}^{(n)}\right) </math> (the orientation of the basis) from the usual torsion. The Frenet–Serret formulas are invariant under flipping the sign of both {{math|''χ''{{sub|''n''−1}}}} and {{math|'''e'''{{sub|''n''}}}}, and this change of sign makes the frame positively oriented. As defined above, the frame inherits its orientation from the jet of {{math|'''r'''}}.
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