Correct my simple error (property of scalar multiplication)

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Homework Help Overview

The discussion revolves around the properties of scalar multiplication in the context of vector norms. The original poster examines the relationship between a vector multiplied by a scalar and its norm, questioning the implications of negative scalars on the norm's value.

Discussion Character

  • Conceptual clarification, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • The original poster attempts to derive the norm of a scalar multiplied vector and questions the treatment of negative scalars in this context. Some participants clarify that the norm is defined as non-negative and discuss the implications of square roots in relation to negative values.

Discussion Status

Participants are actively engaging with the original poster's reasoning, providing clarifications about the properties of square roots and norms. There is a recognition of the misunderstanding regarding the cancellation of terms involving square roots and negative values, with some productive guidance offered on the definitions involved.

Contextual Notes

There is an ongoing exploration of the definitions and properties of norms and square roots, particularly in relation to negative numbers and their implications in mathematical expressions. The discussion reflects a mix of assumptions and interpretations regarding the treatment of exponents and roots.

iScience
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say i have some vector ##\vec{v}## multiplied by a scalar k.

the norm of ##\vec{v}## would be just ##||\vec{v}||## and the norm of ##k\vec{v}## is claimed to be ##|k|||\vec{v}||## ie, ##||k\vec{v}||=|k|||\vec{v}||## ie the sign of the constant is irrelevant.

when i work it out..

$$||k\vec{v}||=\sqrt{(kv_{1})^2+(kv_{2})^2+(kv_{3})^2+...}$$
$$=\sqrt{k^2(v_{1})^2+k^2(v_{2})^2+k^2(v_{3})^2+...}=\sqrt{(k)^2[(v_{1})^2+(v_{2})^2+(v_{3})^2+...]}$$

from this point, yes i could say that since all k values are squared, the square root must be a positive value. but take k to be a negative number (-a) and say we don't actually compute the square of k and we just leave it in ##(-a)^2## form. we can do the following

(continued from previous)

=$$\sqrt{(-a)^2}\sqrt{(v_{1})^2+(v_{2})^2+(v_{3})^2+...}$$

in which case, the ##\sqrt{}## and the ##(-a)^2## can cancel out which would then return our original -k value which is negative. (where -k=-a)

i'm pretty sure there's an error some where in my line of reasoning though, could someone please find it?
 
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I don't know if you're aware of it, but there were four copies of this post where it looked like you were trying different things in LaTeX. I deleted all but this one, which was the best of the lot.
iScience said:
say i have some vector ##\vec{v}## multiplied by a scalar k.

the norm of ##\vec{v}## would be just ##||\vec{v}||## and the norm of ##k\vec{v}## is claimed to be ##|k|||\vec{v}||## ie, ##||k\vec{v}||=|k|||\vec{v}||## ie the sign of the constant is irrelevant.

when i work it out..

$$||k\vec{v}||=\sqrt{(kv_{1})^2+(kv_{2})^2+(kv_{3})^2+...}$$
$$=\sqrt{k^2(v_{1})^2+k^2(v_{2})^2+k^2(v_{3})^2+...}=\sqrt{(k)^2[(v_{1})^2+(v_{2})^2+(v_{3})^2+...]}$$

(from this point, yes i could say that since all k values are squared, the square root must be a positive value. but take k to be a negative number and say we don't actually compute the square of k and we just leave it in $$(-k)^2$$ form. we can do the following)

=$$\sqrt{k^2}\sqrt{(v_{1})^2+(v_{2})^2+(v_{3})^2+...}$$

in which case, the ##\sqrt{}## and the ##k^2## can cancel out which would then return our original -k value which is negative.
No.
These operations don't just cancel out. ##\sqrt{x^2} = |x|##.

Think about it. Although ##\sqrt{4^2} = 4##, it's NOT true that ##\sqrt{(-4)^2} = -4##.
iScience said:
i'm pretty sure there's an error some where in my line of reasoning though, could someone please find it?
 
The norm of a vector is defined to be non-negative. So the norm of the vector -3 i is 3 and not -3.

The real operation √x is defined for non-negative x values. √x is the non-negative quantity which has the square equal to x:(√x)2=x. √x ≥0.

If a = -2, for example, and x=(-2)2, √x=√4=2.

√(x2)=|x| (the square root does not have memory :smile:)

ehild
 
well, if this is expressed in the following way:

$$\sqrt{x^2}=x^\frac{2}{2}$$

are you guys saying that if i have any fractional exponent $$\frac{x}{y}$$

where $$x\in even numbers , y\in\Re$$

that i can't simply simplify the exponent if y is an even number? if x is an even number then the quantity must be positive?

because i have done homework problems in the past where i have a quantity such as this

$$(-x)^\frac{2}{6}$$ and i reduced this to $$(-x)^\frac{1}{3}$$, solved the problem and have gotten them correct. how is this any different from my original inquiry??
 
iScience said:
well, if this is expressed in the following way:

$$\sqrt{x^2}=x^\frac{2}{2}$$

You can not express it that way.

ehild
 

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