NeonBlack Posted March 21, 2006 Posted March 21, 2006 If the elements v1 v2 ... vn form a basis for the vector space V, then the elements must span V and be linearly independant. Also, the number of elements must be equal to the dimension of the vector space. So my question is this: If the number of elements is equal to the dimension of the vector space, and they are all linearly independant, will they always span V? I feel pretty certain that they will, but I am not completely sure. If they don't, what are some examples where they would not span but still be linearly independant?
Yggdrasil Posted March 22, 2006 Posted March 22, 2006 In an n-dimensional vector space, V, any linearly independent set of vectors with n-elements will span V. Here's a proof: Suppose you have a linearly independent set {a1,...,an} which does not span an vector space V (dimV = n). This implies that there is at least one vector an+1 in V which is not a linear combination of {a1,...,an}. Therefore, add an+1 to your linearly independent set to obtain a new linearly independent set. Repeat the process until you obtain a linearly independent set which spans V. This new set is a basis. However, you have a contradiction because you new set has at least n+1 elements, but a basis can only have n elements. Therefore, there can be no vector an+1 in V, which implies that all vectors in V are linear combinations of {a1,...,an}. Therefore {a1,...,an} spans V.
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