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Spanning Set for a Subspace

A set of vectors tex2html_wrap_inline5664 is said to span  a subspace S of tex2html_wrap_inline4684 tex2html_wrap_inline4632

displaymath5662

If V spans S it is also said to be a spanning set  for V.

Note that a spanning set V for subspace S must be a subset of S itself and all vectors of S other that tex2html_wrap_inline5300 must have a representation in terms of V. Representation of tex2html_wrap_inline5300 is generally a trivial matter and we do not require its representation in condition (2), which was carefully crafted so that the trivial subspace of tex2html_wrap_inline4684 will have a spanning set. In cases other than that of the trivial subspace, it is operationally simpler to make use of the following Proposition and show that tex2html_wrap_inline5694 .

  theorem1567

Proof Let S be a given nontrivial subspace of tex2html_wrap_inline4684 .
tex2html_wrap_inline5452 Assume tex2html_wrap_inline5714 . Certainly, tex2html_wrap_inline5716 and tex2html_wrap_inline5664 . Now tex2html_wrap_inline5694 and tex2html_wrap_inline5722 tex2html_wrap_inline4972 tex2html_wrap_inline5726 tex2html_wrap_inline4972 V spans S.
tex2html_wrap_inline5490 Assume V spans S tex2html_wrap_inline4972 tex2html_wrap_inline5716 and tex2html_wrap_inline5726 . Since S is a nontrivial subspace of tex2html_wrap_inline4684 , tex2html_wrap_inline5750 tex2html_wrap_inline4972 tex2html_wrap_inline5754 tex2html_wrap_inline4972 tex2html_wrap_inline5758 . Also, tex2html_wrap_inline5754 tex2html_wrap_inline4972 there is some tex2html_wrap_inline5764 tex2html_wrap_inline4972 tex2html_wrap_inline5768 . Certainly, tex2html_wrap_inline5770 . And, tex2html_wrap_inline5726 and tex2html_wrap_inline5774 tex2html_wrap_inline4972 tex2html_wrap_inline5694 . tex2html_wrap_inline4680

Examples

  1. tex2html_wrap_inline5784 is a subspace of tex2html_wrap_inline5786 . tex2html_wrap_inline5788 is a subset of S. Since tex2html_wrap_inline5792 tex2html_wrap_inline5324 , any element of S has a representation in terms of V tex2html_wrap_inline4972 tex2html_wrap_inline5694 tex2html_wrap_inline4972 V spans S .
  2. tex2html_wrap_inline5810 is a subspace of tex2html_wrap_inline5786 . tex2html_wrap_inline5814 is a subset of T. Since tex2html_wrap_inline5818 tex2html_wrap_inline5820 , any element of T has a representation in terms of W tex2html_wrap_inline4972 tex2html_wrap_inline5828 tex2html_wrap_inline4972 W spans T .

  theorem1589

Proof Certainly, tex2html_wrap_inline5842 . By Prop. gif, tex2html_wrap_inline4982 tex2html_wrap_inline4972 tex2html_wrap_inline4960 tex2html_wrap_inline4972 tex2html_wrap_inline5852 spans tex2html_wrap_inline4684 , by Prop. gif. tex2html_wrap_inline4680

  theorem1599

Proof Assume tex2html_wrap_inline5664 and tex2html_wrap_inline5868 . Certainly tex2html_wrap_inline5870 , since all n-vectors are in tex2html_wrap_inline4684 . By Prop. gif, tex2html_wrap_inline5876 . Now tex2html_wrap_inline5870 and tex2html_wrap_inline5876 tex2html_wrap_inline4972 tex2html_wrap_inline5884 . tex2html_wrap_inline4680

  theorem1618

Proof Follows immediately since tex2html_wrap_inline5896 and tex2html_wrap_inline5898 . tex2html_wrap_inline4680

  theorem1628

Proof Left as an exercise.

  theorem1632

Proof Left as an exercise.

  theorem1639

Proof Assume tex2html_wrap_inline5450 spans subspace S of tex2html_wrap_inline4684 and tex2html_wrap_inline5960 is independent. By Prop. gif, tex2html_wrap_inline5962 is dependent and spans S. By Prop. gif, there is some vector in tex2html_wrap_inline4628 which is a linear combination of the preceeding vectors in tex2html_wrap_inline5968 . Let tex2html_wrap_inline5970 be that vector. By Prop. gif, tex2html_wrap_inline5972 spans S. Repeating the above argument, we have that tex2html_wrap_inline5976 is dependent and spans S and some vector in tex2html_wrap_inline5980 is a linear combination of the preceeding vectors. This vector cannot be one of tex2html_wrap_inline5982 since W is independent and Prop. gif tex2html_wrap_inline4972 tex2html_wrap_inline5982 is independent. Let that vector be tex2html_wrap_inline5990 , which must be one of the vectors in tex2html_wrap_inline5992 . Then tex2html_wrap_inline5994 spans S. This process can be continued as long as tex2html_wrap_inline5998 , at each step forming a new spanning set for S, replacing a vector of V by a new vector from W in the previouly constructed spanning set so that tex2html_wrap_inline6006 spans S. [We now show that tex2html_wrap_inline5998 .] Assume, to the contrary, that j>k. Then after only k of the above replacement steps, tex2html_wrap_inline6016 tex2html_wrap_inline6018 tex2html_wrap_inline6020 is obtained as a spanning set for S. But this would imply that tex2html_wrap_inline6024 are linear combinations of tex2html_wrap_inline6020 , contradicting that W is independent! Thus tex2html_wrap_inline5998 . tex2html_wrap_inline4680

  theorem1663

Proof Assume tex2html_wrap_inline6040 is independent. Now tex2html_wrap_inline4684 is a subspace of tex2html_wrap_inline4684 . By Prop. gif, the set tex2html_wrap_inline5436 spans tex2html_wrap_inline4684 . Certainly, tex2html_wrap_inline5664 . By Prop. gif, tex2html_wrap_inline6052 . tex2html_wrap_inline4680


next up previous index
Next: Basis for a Subspace Up: Linear Combinations in Vector Previous: Near Linear Independence

Richard V. Helgason
Wed Sep 19 10:07:14 CDT 2001