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Subject:
linear dependent
Category: Science > Math Asked by: dingdong22-ga List Price: $5.00 |
Posted:
28 Dec 2003 00:11 PST
Expires: 27 Jan 2004 00:11 PST Question ID: 290821 |
what do they mean when they say a single vector is linear dependent? is there a single vector that we can say it is linear dependent in R2? |
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Subject:
Re: linear dependent
Answered By: livioflores-ga on 28 Dec 2003 06:01 PST |
Hi dingdong22!! First of all see the following definition: "A set D of vectors (in any vector space) is called dependent, if there is at least one vector in D, that is a linear combination of the other vectors of D. A set of one vector is called dependent, if and only if it is the vector 0." From JCT-Jerusalem College of Technology, Israel website: http://www.jct.ac.il/science/math/MathAbundance/vect.htm#14 That means set D ={D1,D2,...,Dj,...,Dn} is linear dependent if and only if there is a vector Dj of D and a suitable set of real numbers r,s,t,...,z , not all zero, such that r.D1+s.D2+t.D3+...+z.Dn = Dj . So when somebody says that a single vector is linear dependent you must ask: "Refered to which set of vectors?" In regard to your second question if there is a single vector that we can say it is linear dependent in R2, the definition is clear: "A set of one vector is called dependent, if and only if it is the vector 0." For more references visit the following pages: "Linear dependent vectors" - JCT-Jerusalem College of Technology - http://www.jct.ac.il/science/math/MathAbundance/vect.htm#14 "Determining if a set of Vectors is Linear Independent or Dependent" By Benjamin T. Mueller - University of Wisconsin-Whitewater - http://students.uww.edu/muellerbt15/LI.htm I hope this helps you. If you need more help, or find something obscure in my explanation, or feel that the point is missed just use the Clarification feature to ask me for further assistance. Best regards and happy new year!!! livioflores-ga | |
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Subject:
Re: linear dependent
From: mathtalk-ga on 28 Dec 2003 07:12 PST |
Hi, dingdong22-ga: To echo the point that I think livioflores-ga has well documented above, to speak of a single vector being "linearly dependent" would normally make sense only in relationship to some _set_ of vectors, i.e. vector v is linearly dependent on set of vectors S. One might equally say v is in the span of S. The more common usage of "linearly dependent" describes a set of vectors, per the definitions cited by livioflores-ga. The only singleton set of vectors which is linearly dependent is the set containing the zero vector {0}. By convention the zero vector can be expressed as an empty sum, and thus the zero vector is "linearly dependent" upon an empty set of vectors. Any other singleton set of vectors {v} is "linearly independent", as the only solution for: a v = 0 with scalar a and nonzero vector v, is a = 0. [Note that in a vector space the scalars are required to be elements of a field. If a were nonzero, then we could multiply both sides by the reciprocal of a, obtaining v = 0 as a contradiction.] regards, mathtalk-ga |
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