Can a Linear Transformation Satisfy One Property but Not the Other?

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Discussion Overview

The discussion revolves around the properties of linear transformations, specifically exploring whether a transformation can satisfy the property of additivity (T(u + v) = T(u) + T(v)) while failing to satisfy the property of homogeneity (T(cu) = cT(u)). Participants are examining theoretical implications and seeking examples related to these properties.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant seeks a linear transformation that satisfies additivity but not homogeneity, noting they have found the opposite case.
  • Another participant suggests that demonstrating additivity implies homogeneity is straightforward when the scalar is rational.
  • A different participant introduces the concept of wild automorphisms of the complex plane, which could serve as examples where additivity holds but homogeneity does not, contingent on the axiom of choice.
  • One participant outlines a proof sketch for the implication of additivity leading to homogeneity for rational scalars, emphasizing the behavior of rational numbers under addition.
  • Another participant shares an example of a transformation where homogeneity holds but additivity does not, expressing difficulty in finding a transformation that meets the opposite criteria.
  • Concerns are raised about the complexity of finding examples where additivity holds without homogeneity, suggesting that such transformations may be inherently discontinuous.

Areas of Agreement / Disagreement

Participants express varying degrees of uncertainty and disagreement regarding the existence of transformations that satisfy one property without the other. There is no consensus on the feasibility of finding such examples.

Contextual Notes

Participants acknowledge the challenges in identifying concrete examples, with some suggesting that those which might exist could be quite complex or "wild." The discussion reflects a range of mathematical reasoning and assumptions that are not fully resolved.

Gridvvk
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The two properties every linear transformation T: V -> W has to satisfy is
T(u + v) = T(u) + T(v), for u,v in V (i)
T(cu) = cT(u) for u in V and scalar c (ii)

I'm trying to find a transformation which satisfies (i) but doesn't satisfy (ii) [I've been able to find the opposite for what it's worth].
 
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I suspect it would be very difficult. It is fairly easy to show that (i) => (ii) as long as c is rational.
 
This might be overkill, but assuming the axiom of choice, the wild automorphisms of the complex plane provide examples where (1) holds but (2) does not.
 
mathman said:
I suspect it would be very difficult. It is fairly easy to show that (i) => (ii) as long as c is rational.

Would you mind briefly mentioning the outline for the proof (i) => (ii) for rational c? Is it simply because the sum of two rational numbers always yields a rational number.

jgens said:
This might be overkill, but assuming the axiom of choice, the wild automorphisms of the complex plane provide examples where (1) holds but (2) does not.

Yeah that is way above the level I was hoping for. I found an example where (2) holds but (1) doesn't online. The source where I found it did say he wasn't able to find one for the other way around, but he imagines it would be similar to the one for (2) holding and (1) not. Here is the example if it helps.

T: R^2 -> R
T[(x,y)] = {x if y = 0
.....{0 if y != 0
 
Last edited:
Gridvvk said:
Would you mind briefly mentioning the outline for the proof (i) => (ii) for rational c? Is it simply because the sum of two rational numbers always yields a rational number.

Suppose T satisfies (1). Notice that T(nv) = T(v+...+v) = T(v)+...+T(v) = nT(v) and since T(-v) = -T(v) it follows that (2) holds for all integers. Next consider nT(m/n v) = T(m/n v)+...+T(m/n v) = T(m/n v+...+m/n v) = T(mv) = mT(v) and it now follows that (2) holds for all rational numbers.

Yeah that is way above the level I was hoping for. I found an example where (2) holds but (1) doesn't online. The source where I found it did say he wasn't able to find one for the other way around, but he imagines it would be similar to the one for (2) holding and (1) not. Here is the example if it helps.

T: R^2 -> R
T[(x,y)] = {x if y = 0
.....{0 if y != 0

The difficult with finding concrete examples where (1) holds but not (2) is that the arrow needs to be pretty discontinuous. There may well be some simple example illustrating this, but all the examples I can think up that occur "in nature" so to speak are pretty wild.
 
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