Coherent operations on Jacobian matrices

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SUMMARY

The discussion centers on the concept of "coherent" operations on Jacobian matrices, specifically whether operations on a Jacobian matrix A can yield another Jacobian matrix A' of a different system of functions. It is established that multiplying A by a constant matrix results in a coherent A'. Additionally, the participants confirm that the addition of Jacobians follows the property J(A+B) = J(A) + J(B), derived from the differentiation of sums. The inquiry remains regarding other non-trivial operations that maintain coherency and methods to determine coherency without integration.

PREREQUISITES
  • Understanding of Jacobian matrices and their properties
  • Familiarity with matrix operations, including addition and multiplication
  • Knowledge of partial derivatives and their integration
  • Basic concepts of multivariable calculus
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Mathematicians, researchers in applied mathematics, and students studying multivariable calculus who are interested in the properties and operations of Jacobian matrices.

Mapprehension
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Is there a notion of “coherent” operations on Jacobian matrices? By this I mean, an operation on a Jacobian matrix A that yields a new matrix A' that is itself a Jacobian matrix of some (other) system of functions. You can ascertain whether A' is coherent by integrating its partials of one variable. If those integrations yield the same function, then that variable’s contribution is coherent. Repeat for each variable, and if all are coherent, then A' is coherent.

Multiplying A by a constant matrix yields a coherent A'. Maybe there are other operations that do, but the universe of such operations seems… sparse. Are there known, non-trivial operations that retain coherency? Is this a thing? Is there any way to determine coherency without having to integrate? (I can’t imagine how…)

Thanks.
— Mapp
 
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Mapprehension said:
Is there a notion of “coherent” operations on Jacobian matrices? By this I mean, an operation on a Jacobian matrix A that yields a new matrix A' that is itself a Jacobian matrix of some (other) system of functions. You can ascertain whether A' is coherent by integrating its partials of one variable. If those integrations yield the same function, then that variable’s contribution is coherent. Repeat for each variable, and if all are coherent, then A' is coherent.

Multiplying A by a constant matrix yields a coherent A'. Maybe there are other operations that do, but the universe of such operations seems… sparse. Are there known, non-trivial operations that retain coherency? Is this a thing? Is there any way to determine coherency without having to integrate? (I can’t imagine how…)

Thanks.
— Mapp
Isn't J(A+B)=J(A)+J(B), given ## d/dx_i(f+g)=d/dx_i(f)+d/dx_i(g) ## ?
 
WWGD said:
Isn't J(A+B)=J(A)+J(B), given ## d/dx_i(f+g)=d/dx_i(f)+d/dx_i(g) ## ?
Yes. I should have noted addition as well. I was musing over anything more elaborate.

Thanks.
— Mapp
 

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