Correct my simple error (property of scalar multiplication)

AI Thread Summary
The discussion centers on the properties of scalar multiplication and vector norms, specifically addressing the claim that the norm of a scalar multiplied by a vector, ||k∗v||, equals |k|∗||v||. The original poster attempts to manipulate the expression but mistakenly concludes that the square root and the negative scalar can cancel out, leading to a negative norm. Participants clarify that the norm is always non-negative and that the square root of a squared value is the absolute value, not the original value. The conversation emphasizes the importance of understanding the definitions and properties of norms and square roots in vector mathematics.
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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