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  2. Vector-valued function - Wikipedia

    en.wikipedia.org/wiki/Vector-valued_function

    The above formulas for the derivative of a vector function rely on the assumption that the basis vectors e 1, e 2, e 3 are constant, that is, fixed in the reference frame in which the derivative of a is being taken, and therefore the e 1, e 2, e 3 each has a derivative of identically zero.

  3. Matrix calculus - Wikipedia

    en.wikipedia.org/wiki/Matrix_calculus

    In vector calculus, the derivative of a vector function y with respect to a vector x whose components represent a space is known as the pushforward (or differential), or the Jacobian matrix. The pushforward along a vector function f with respect to vector v in R n is given by d f ( v ) = ∂ f ∂ v d v . {\displaystyle d\mathbf {f} (\mathbf {v ...

  4. Vector calculus identities - Wikipedia

    en.wikipedia.org/wiki/Vector_calculus_identities

    Specifically, the divergence of a vector is a scalar. The divergence of a higher-order tensor field may be found by decomposing the tensor field into a sum of outer products and using the identity, where is the directional derivative in the direction of multiplied by its magnitude. Specifically, for the outer product of two vectors,

  5. Jacobian matrix and determinant - Wikipedia

    en.wikipedia.org/wiki/Jacobian_matrix_and...

    In vector calculus, the Jacobian matrix (/ dʒəˈkoʊbiən /, [1][2][3] / dʒɪ -, jɪ -/) of a vector-valued function of several variables is the matrix of all its first-order partial derivatives. When this matrix is square, that is, when the function takes the same number of variables as input as the number of vector components of its output ...

  6. Vector calculus - Wikipedia

    en.wikipedia.org/wiki/Vector_calculus

    Vector calculus or vector analysis is a branch of mathematics concerned with the differentiation and integration of vector fields, primarily in three-dimensional Euclidean space, . [1] The term vector calculus is sometimes used as a synonym for the broader subject of multivariable calculus, which spans vector calculus as well as partial differentiation and multiple integration.

  7. Partial derivative - Wikipedia

    en.wikipedia.org/wiki/Partial_derivative

    The directional derivative of a scalar function = (,, …,) along a vector = (, …,) is the function defined by the limit [4] = (+) (). This definition is valid in a broad range of contexts, for example where the norm of a vector (and hence a unit vector) is undefined.

  8. Derivative - Wikipedia

    en.wikipedia.org/wiki/Derivative

    In mathematics, the derivative is a fundamental tool that quantifies the sensitivity of change of a function's output with respect to its input. The derivative of a function of a single variable at a chosen input value, when it exists, is the slope of the tangent line to the graph of the function at that point.

  9. Directional derivative - Wikipedia

    en.wikipedia.org/wiki/Directional_derivative

    The directional derivative of a scalar function = (,, …,) along a vector = (, …,) is the function defined by the limit [1] = (+) (). This definition is valid in a broad range of contexts, for example where the norm of a vector (and hence a unit vector) is undefined.