Notational confusion of multivariable derivatives: Difference between revisions

From Machinelearning
(Created page with "I think there's several different confusions that arise from multivariable derivative notation: * The thing where <math>\frac{\partial w}{\partial t}</math> can mean two diff...")
 
No edit summary
Line 1: Line 1:
I think there's several different confusions that arise from multivariable derivative notation:
I think there's several different confusions that arise from multivariable derivative notation:


* The thing where <math>\frac{\partial w}{\partial t}</math> can mean two different things on LHS and RHS when <math>t</math> is used as both a initial and intermediate variable. (See Folland for details.)
* The thing where <math>\frac{\partial w}{\partial t}</math> can mean two different things on LHS and RHS when <math>t</math> is used as both an initial and intermediate variable. (See Folland for details.)
* The thing where if <math>f(x,y) = (x^2,y^2)</math> then <math>\frac{\partial f}{\partial x}(x,x)</math> feels like it might be <math>(2x,2x)</math> even though it's actually <math>(2x,0)</math>. (Example from Tao.) See also [https://issarice.com/mathematics-and-notation]
* The thing where if <math>f(x,y) = (x^2,y^2)</math> then <math>\frac{\partial f}{\partial x}(x,x)</math> feels like it might be <math>(2x,2x)</math> even though it's actually <math>(2x,0)</math>. (Example from Tao.) See also [https://issarice.com/mathematics-and-notation]
* The thing where the total derivative for <math>n=m=1</math> "should" be a function but people treat it as a number.
* The thing where the total derivative for <math>n=m=1</math> "should" be a function but people treat it as a number.

Revision as of 07:25, 16 July 2018

I think there's several different confusions that arise from multivariable derivative notation:

  • The thing where wt can mean two different things on LHS and RHS when t is used as both an initial and intermediate variable. (See Folland for details.)
  • The thing where if f(x,y)=(x2,y2) then fx(x,x) feels like it might be (2x,2x) even though it's actually (2x,0). (Example from Tao.) See also [1]
  • The thing where the total derivative for n=m=1 "should" be a function but people treat it as a number.

See also