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Quotient Space (Linear Algebra)In linear algebra, the quotient of a vector space V by a subspace N is a vector space obtained by "collapsing" N to zero. The space obtained is called a quotient space and is denoted V/N (read V mod N). Definition Formally, the construction is as follows. Let V be a vector space over a field K, and let N be a subspace of V. We define an equivalence relation ~ on V by stating that x ~ y if x − y ∈ N. That is, x is related to y if one can be obtained from the other by adding an element of N. Let x denote the equivalence class containing x. We define scalar multiplication and addition on the equivalent classes by It is not hard to check that these operations are well-defined (i.e. do not depend on the choice of representative). These operations turn the quotient space V/N into a vector space over K. Examples and properties This simplest example is to take a quotient of Rn. Let m ≤ n and let Rm be the subspace spanned by the first m standard basis vectors. Two vectors of Rn are then seen to be equivalent if and only if they are identical in the last n−m coordinates. The quotient space Rn/ Rm is isomorphic to Rn−m in an obvious manner. In general, if V is n-dimensional vector space and U is an m-dimensional subspace, the quotient space V/U has dimension n−m. Let T : V → W be a linear operator. The kernel (or nullspace) of T, denoted ker(T) is the set of all x ∈ V such that Tx = 0. The kernel is a subspace of V. The first isomorphism theorem of linear algebra says that the quotient space V/ker(T) is isomorphic to the image of V in W. An immediately corollary (for finite-dimensional spaces) is that the dimension of V is equal to the dimenison of the kernel (the nullity of T) plus the dimension of the image (the rank of T). Quotient of a Banach space by a subspace If X is a Banach space and M is a closed subspace of X, then the quotient X/M is again a Banach space. The quotient space is already endowed with a vector space structure by the construction of the previous section. We define a norm on X/M by -
The quotient space X/M is complete with respect to the norm, so it is a Banach space. Examples Let C0,1 denote the Banach space of continuous real-valued functions on the interval 0,1. Denote the subspace of all functions f ∈ C0,1 with f(0) = 0 by M. Then the equivalence class of some function g is determined by its value at 0, and the quotient space C0,1 / M is isomorphic to R. If X is a Hilbert space, then the quotient space X/M is isomorphic to the orthogonal complement of M. Related topics
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