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Subspaces, span, and basis

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  Subspaces, span, and basis [ edit ] Main articles:  Linear subspace ,  Linear span , and  Basis (linear algebra) The study of those subsets of vector spaces that are in themselves vector spaces under the induced operations is fundamental, similarly as for many mathematical structures. These subsets are called  linear subspaces . More precisely, a linear subspace of a vector space  V  over a field  F  is a  subset   W  of  V  such that  u  +  v  and  a u  are in  W , for every  u ,  v  in  W , and every  a  in  F . (These conditions suffice for implying that  W  is a vector space.) For example, given a linear map  T  :  V  →  W , the  image   T ( V )  of  V , and the  inverse image   T −1 ( 0 )  of  0  (called  kernel  or null space), are linear subspaces of...