On the Affine Maps of E n
Gábor Molnár-Sáska
Abstract
Gábor Molnár-Sáska
Abstract
According to well-known methods of standard calculus any smooth vector-field of the Euclidean n-space is often approximated by one of its Taylor polynomials of first degree (i.e. by a corresponding affine map of the space). Such an affine map is given in general by its linear part and by the translation of an origin. However, the number of input parameters characterizing this affine map can be reduced considerably by using a suitably chosen new coordinate system. The paper gives a straightforward method for finding the position of the most convenient Cartesian coordinate system and answers also the question how to find the minimal translation part of any affine map.
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According to well-known methods of standard calculus any smooth vector-field of the Euclidean n-space is often approximated by one of its Taylor polynomials of first degree (i.e. by a corresponding affine map of the space). Such an affine map is given in general by its linear part and by the translation of an origin. However, the number of input parameters characterizing this affine map can be reduced considerably by using a suitably chosen new coordinate system. The paper gives a straightforward method for finding the position of the most convenient Cartesian coordinate system and answers also the question how to find the minimal translation part of any affine map.
Key concepts: Affine coordinate system, Affine transformation, Affine space, Cartesian coordinate system, Affine hull, Euclidean space, Mathematics, Harris affine region detector