Standard basis

In mathematics, the standard basis (also called natural basis or canonical basis) of a coordinate vector space (such as or ) is the set of vectors, each of whose components are all zero, except one that equals 1. For example, in the case of the Euclidean plane formed by the pairs (x, y) of real numbers, the standard basis is formed by the vectors Similarly, the standard basis for the three-dimensional space is formed by vectors Here the vector ex points in the x direction, the vector ey points in the y direction, and the vector ez points in the z direction. There are several common notations for standard-basis vectors, including {ex, ey, ez}, {e1, e2, e3}, {i, j, k}, and {x, y, z}. These vectors are sometimes written with a hat to emphasize their status as unit vectors (standard unit vectors).

Properties

By definition, the standard basis is a sequence of orthogonal unit vectors. In other words, it is an ordered and orthonormal basis. However, an ordered orthonormal basis is not necessarily a standard basis. For instance the two vectors representing a 30° rotation of the 2D standard basis described above, i.e., \begin{align} v_1 &= \left( {\sqrt 3 \over 2} , {1 \over 2} \right) \\ v_2 &= \left( {1 \over 2} , {-\sqrt 3 \over 2} \right) \end{align} are also orthogonal unit vectors, but they are not aligned with the axes of the Cartesian coordinate system, so the basis with these vectors does not meet the definition of standard basis. ==Generalizations==

Generalizations

There is a standard basis also for the ring of polynomials in indeterminates over a field, namely the monomials. All of the preceding are special cases of the indexed family {(e_i)}_{i\in I}= ( (\delta_{ij} )_{j \in I} )_{i \in I} where is any set and is the Kronecker delta, equal to zero whenever and equal to 1 if . This family is the canonical basis of the -module (free module) R^{(I)} of all families f=(f_i) from into a ring , which are zero except for a finite number of indices, if we interpret 1 as , the unit in . ==Other usages==

Other usages

The existence of other 'standard' bases has become a topic of interest in algebraic geometry, beginning with work of Hodge from 1943 on Grassmannians. It is now a part of representation theory called standard monomial theory. The idea of standard basis in the universal enveloping algebra of a Lie algebra is established by the Poincaré–Birkhoff–Witt theorem. Gröbner bases are also sometimes called standard bases. In physics, the standard basis vectors for a given Euclidean space are sometimes referred to as the versors of the axes of the corresponding Cartesian coordinate system. ==See also==

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