The Relationship Between Rank and Elements in a Jacobian Matrix

  • Context: Undergrad 
  • Thread starter Thread starter spaghetti3451
  • Start date Start date
  • Tags Tags
    Jacobian Matrix rank
Join the discussion
Ask a follow-up here, or get your own question answered by working scientists, mathematicians and engineers — people, not an autocomplete.
Real named experts · corrections over time · the nuance an AI answer skips
2 replies · 4K views
spaghetti3451
Messages
1,311
Reaction score
31
Let the matrix of partial derivatives ##\displaystyle{\frac{\partial y^{j}}{\partial y^{i}}}## be a ##p \times p## matrix, but let the rank of this matrix be less than ##p##.

Does this mean that some given element of this matrix, say ##\displaystyle{\frac{\partial y^{1}}{\partial u^{2}}}##, can be written as

##\displaystyle{\frac{\partial y^{1}}{\partial u^{2}}=A_{1k_{1}}M_{k_{1}2}}##,

where ##A## is a ##p\times p## matrix of rank less than ##p## and ##M## is an arbitrary matrix?
 
Physics news on Phys.org
The answer to that is trivially yes. Given the element ##\frac{\partial y^1}{\partial u^2}## we define the matrix ##A## to have all zero entries except for
##A_{1k_1}=\frac{\partial y^1}{\partial u^2}## and the matrix ##M## is all zeros except that ##M_{k_12}=1##.

It sounds like you were trying to ask something different and less trivial, but it's not clear what that is.
 
Indeed, I am trying to ask something different and less trivial.

Consider the following expression:

##\displaystyle{\alpha_{j_{1}\dots j_{p}}\frac{\partial y^{j_{1}}}{\partial u^{i_{1}}} \dots \frac{\partial y^{j_{p}}}{\partial u^{i_{p}}}du^{i_{1}}\wedge \dots \wedge du^{i_{p}}}##.

My goal is to show that this is zero, if the matrix of partial derivatives is of rank less than the dimension ##p## of the matrix. My approach is to try and rewrite every factor of partial derivatives in the form

##\displaystyle{\frac{\partial y^{j_{1}}}{\partial u^{i_{2}}}=A_{j_{1}k_{1}}M_{k_{1}i_{2}}}##

and play around with indices.