Proving W^a=0 in Tensor Multiplication: A critical analysis

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SUMMARY

The discussion centers on the proof that if \( W^a X_a = 0 \) for all arbitrary vectors \( X_a \), then it must follow that \( W^a = 0 \). The argument presented highlights that if \( X_a \) can take any value, the only vector orthogonal to all vectors is indeed the zero vector. Therefore, if \( W^\alpha X_\alpha = 0 \) for any vector \( X_\alpha \), it conclusively leads to \( W^\alpha = 0 \). This establishes a definitive relationship between the vectors involved in tensor multiplication.

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  • Understanding of tensor notation and operations
  • Familiarity with vector spaces and orthogonality
  • Knowledge of linear algebra concepts, particularly the dot product
  • Basic principles of proof in mathematical logic
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Mathematicians, physicists, and students studying advanced linear algebra or tensor analysis will benefit from this discussion, particularly those interested in the foundational proofs of vector relationships in tensor multiplication.

PhyPsy
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This book says that if [itex]W^aX_a=0[/itex] and [itex]X_a[/itex] is arbitrary, then I should be able to prove that [itex]W^a=0[/itex]. I don't see how this is possible. This is the equivalent of the vector dot product, so if, say, [itex]X_a=(1,0,0,0)[/itex], then [itex]W^a[/itex] could be (0,1,1,1), and the dot product would be [itex]1*0+0*1+0*1+0*1=0[/itex]. Why would [itex]W^a[/itex] have to be 0?
 
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It means for any Xa not for some Xa. So in your vector example the only vector orthogonal to all vectors is the zero vector.
 
If [itex]X_\alpha[/itex] can be any vector, it can be [itex]W_\alpha[/itex]. If [itex]W^\alpha X_\alpha= 0[/itex] for [itex]X+_\alpha[/itex] any vector then [itex]W^\alpha W_\alpha= 0[/itex] which immediately gives [itex]W^\alpha= 0[/itex]
 

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