Can Non-Differentiable Functions Affect Solving for Roots of a Function?

  • Context: Graduate 
  • Thread starter Thread starter eljose
  • Start date Start date
  • Tags Tags
    Function Roots
Click For Summary

Discussion Overview

The discussion centers around the challenges of finding roots of functions that include non-differentiable components, such as the floor function or modulus function. Participants explore various methods for root-finding in the presence of discontinuities and non-differentiable points, considering both real and complex functions.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • One participant questions how to solve for roots when the function includes non-differentiable elements like the floor function, particularly when seeking values that satisfy equations involving these functions.
  • Another suggests that for piecewise differentiable functions, it may be effective to analyze each piece individually.
  • Some propose that methods such as the secant method or midpoint method could be employed without needing derivatives, although concerns about convergence are raised.
  • A participant highlights the issue of discontinuities at potential roots and questions the validity of fixed-point methods in such cases, especially if the function is nowhere differentiable.
  • One participant inquires about the possibility of generalizing the floor function to complex-valued functions and discusses the implications for differentiability in the complex plane, raising questions about analytic continuation and the argument principle.
  • Another participant asserts that if a root exists at a point of discontinuity, little can be done since the behavior of the function at that point cannot be inferred from other values.

Areas of Agreement / Disagreement

Participants express a range of views on the methods available for dealing with non-differentiable functions, with no consensus reached on the best approach. The discussion remains unresolved regarding the implications of discontinuities and the effectiveness of various root-finding methods in such contexts.

Contextual Notes

Participants note limitations related to the assumptions about the functions involved, particularly regarding differentiability and continuity. The discussion also highlights the complexity of applying certain numerical methods in the presence of discontinuities.

eljose
Messages
484
Reaction score
0
Let,s suppose we wish to calculate the roots of a function f(x) [tex]f(x)=0[/tex], of course you will say.."that,s very easy doc...just try Newton Method, fixed-point method or other iterative method"..the main "problem" we have is if f(x) includes non-differentiable functions such us the floor function [x] or the modulus of x |x| then how could we manage to solve it?..for example get the x values that satisfy [tex]g(x)-[g(x)]=0[/tex]

the problem is that [g(x)] is not differentiable for certain values of x...how could we solve that?...:confused: :frown: :rolleyes:
 
Physics news on Phys.org
Well, if you have a piecewise differentiable function, it seems an obvious thing to do is to work with each piece individually.
 
Or, if you really don't want to use the derivative at any point, fixed point or other methods will- the secant method or midpoint method, for example, still work.
 
But still we have the same problem or if x=r is a root of [g(x)]-f(x)=0 but at the point x=r the function [g(x)] has a discontinutiy...and for the secant method..is still valid for piecewise continuous and differentiable functions?, the method of fixed point, unless we are near we may have serious convergence problems to obtain the x so f(x)=x, another question..what would happen if f(x) is nowhere differentiable?..thanks.
 
Is it possible to construct a complex-valued function g(w), w a complex variable, that generalizes the floor-function to the complex plane similar to the way that the gamma function of a complex variable z is a generalization of the factorial function to the complex plane? If so, and one can find it, one might ask "at what points in the complex plane is the generalized floor function g(w) complex differentiable in the complex plane?". It may be such that one can find an analytic continuation that extends the complex-valued function g(w) to the complex plane. Should you manage to get a closed form expression for g(w) at all points g(w) is defined, you can try to apply the argument principle to determine whether a region containing a portion of the real axis contains a zero of the function in question. One can then hone in on the zero of the function by interval halving. There are a lot of ‘ifs’ in all of this :) Is any of this plausible? If not, why not?

Inquisitively,

Edwin
 
To answer your specific question: "what if x= r satisfies f(r)= 0 but is a point of discontinuity of f?" Not much you can do! Since f can by any function at all for x not equal to r, information at any other x can't tell you anything about what happens at r.
 

Similar threads

  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 6 ·
Replies
6
Views
4K
  • · Replies 3 ·
Replies
3
Views
4K
  • · Replies 22 ·
Replies
22
Views
3K
  • · Replies 14 ·
Replies
14
Views
3K
  • · Replies 10 ·
Replies
10
Views
3K
  • · Replies 2 ·
Replies
2
Views
4K