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Re:Everything Is a Linear Model by idiotsecant on Sunday February 18, 2024 @09:43PM (#39425735)
Widely known in the controls engineering world for the last hundred years as 'anything is linear if you zoom in far enough'
Re:Everything Is a Linear Model by vitus on Sunday February 18, 2024 @10:30PM (#39426000)
Well, subject to certain constraints.

You aren't guaranteed that your equilibria behave the same in the linearization of a nonlinear system if your Jacobian has any eigenvalues with real part of 0.

https://en.wikipedia.org/wiki/Hartman%E2%80%93Grobman_theore...

Re:Everything Is a Linear Model by new_username01 on Monday February 19, 2024 @12:04AM (#39426403)
It's amazing how many ideas I've seen being "rediscovered" these days from control theory.
Re:Everything Is a Linear Model by kqr on Monday February 19, 2024 @02:02AM (#39426904)
Wait isn't that just an application of Taylor expansion which analysis has known about for several hundreds of years?
Re:Everything Is a Linear Model by f1shy on Monday February 19, 2024 @02:15AM (#39426969)
Taylor is only for some functions, must be continuos and differentiable to n grades. In control theory you break the functions, so discontinuities can also be considered.
Re:Everything Is a Linear Model by rcfox on Monday February 19, 2024 @03:20AM (#39427293)
Alternatively, anything is linear if you add enough dimensions.