144k views
5 votes
Under what conditions is a Jacobian for some function \( f \) well-defined, i.e. what conditions must \( f \) satisfy in order for its Jacobian to exist?

1 Answer

1 vote

Final answer:

A Jacobian is well-defined if the function is differentiable, the function and its partial derivatives are continuous, and these conditions hold across the region of interest.

Step-by-step explanation:

For the Jacobian to be well-defined for some function f, there are certain conditions that f must satisfy. The concept of a Jacobian is crucial in higher-dimensional calculus, as it helps represent transformations from one coordinate system to another and is applicable in various fields such as engineering and physics.

The first condition for a Jacobian to exist is that the function should be differentiable at the point of interest. This means that the function should have a derivative that exists in the neighborhood of the point. In practical terms, this also implies that the function must be continuous. Discontinuities in the function can lead to points where the derivative does not exist.

Secondly, in the context of multivariable functions, all the partial derivatives need to exist and be continuous across the region of interest. Continuity of the partial derivatives ensures the Jacobian is well-defined and meaningful when transforming between coordinate systems or when assessing local linear approximations of the function.

In addition, considering a function y(x) which is a mapping from one-dimensional space to another, the function needs to satisfy that y(x) and its first derivative with respect to space, dy(x)/dx, are continuous. The exception to this rule is when the potential function V(x) is infinite, denoted by V(x) = ∞. To summarize, the existence of a Jacobian for a function upon the function's differentiability, continuity, and the continuity of its partial derivatives.

User Coyod
by
7.7k points