Skip to main content

Problem 54: Examples of NOT Vector Spaces

Problem 54: Let V the set of all pairs $(x,y)$ of real numbers, and let $\F$ be the field of real numbers. Examine in each of the following cases whether V is a vector space over the field of real numbers or not?


$(i). (x,y)+(x_1,y_1) = (x+x_1,y+y_1)$
$c(x,y) = (|c|x,|c|y)$
$(ii). (x,y)+(x_1,y_1) = (x+x_1,y+y_1)$
$c(x,y) = (0,cy)$
$(iii). (x,y)+(x_1,y_1) = (x+x_1,y+y_1)$
$c(x,y) = (c^2x,c^2y)$

Solution:
$(i)$. We shall show that in this case the postulate
$(a+b)u = au+bu \;\;\forall a,b \in \F$ and $u \in \V$ fails.
Let $u=(x,y)$ and $a,b \in \R$. we have
$(a+b)u = (a+b)(x,y) = (|a+b|x,|a+b|y) $
Also
$au+bu = a(x,y)+b(x,y) = (|a|x,|a|y)+(|b|x,|b|y)$
$= (|a|x+|b|x,|a|y+|b|y) = ((|a|+|b|)x,(|a|+|b|)y)$
$\therefore (a+b)u \ne au+bu$.
Hence $V(\R)$ is NOT a vector space.

$(ii)$. We shall show that in this case the postulate
$1u = u \;\;\forall u \in \V$ fails.
Let $u=(x,y)$ and $x,y \in \R$. we have
$1u = 1(x,y) = (0,1y) = (0,y) \ne (x,y)$
$\therefore 1u \ne u$.
Hence $V(\R)$ is NOT a vector space.

$(iii)$. We shall show that in this case the postulate
$(a+b)u=au+bu \;\;\forall a,b \in \R$ and $u \in \V$ fails.
Let $u=(x,y)$ and $a,b \in \R$. we have
$(a+b)u = (a+b)(x,y) = ((a+b)^2x,(a+b)^2y) $
Also
$au+bu = a(x,y)+b(x,y) = (a^2x,a^2y)+(b^2x,b^2y) = (a^2x+b^2x,a^2y+b^2y) = ((a^2+b^2)x,(a^2+b^2)y)$
$(a+b)^2 \ne a^2+b^2$
$\therefore (a+b)u \ne au+bu$.
Hence $V(\R)$ is NOT a vector space.

Comments

Popular posts from this blog

Problem 98: If 6 of 18 new buildings in a city violate the building code, what is the probability that a building inspector, who randomly selects 4 of the new buildings for inspection, will catch
a. none of the buildings that violate the building code?
b. 1 of the new buildings that violate the building code?
c. 2 of the new buildings that violate the building code?
d. at least 3 of the new buildings that violate the building code?

Problem 98: If 6 of 18 new buildings in a city violate the building code, what is the probability that a building inspector, who randomly selects 4 of the new buildings for inspection, will catch a. none of the buildings that violate the building code? b. 1 of the new buildings that violate the building code? c. 2 of the new buildings that violate the building code? d. at least 3 of the new buildings that violate the building code? Solution: a. none of the buildings that violate the building code? Given that $x=0,n=4,a=6, N=18$ Hypergeometric distribution, $h(x;n,a,N)=\frac{\left(\begin{array}{c}a\\ x\end{array}\right)\left(\begin{array}{c}N-a\\ n-x\end{array}\right)}{\left(\begin{array}{c}N\\ n\end{array}\right)}$ $P(x=0) = h(0;4,6,18)=\frac{\left(\begin{array}{c}6\\ 0\end{array}\right)\left(\begin{array}{c}18-6\\ 4-0\end{array}\right)}{\left(\begin{array}{c}18\\ 4\end{array}\right)} = 0.16176.$ b. 1 of the new buildings that violate the building code? Given ...

Problem 105: If a bank receives on the average α = 6 bad checks per day, what are the probabilities that it will receive (a) 4 bad checks on any given day?
(b) 10 bad checks over any 2 consecutive days?

Problem 105: If a bank receives on the average α = 6 bad checks per day, what are the probabilities that it will receive (a) 4 bad checks on any given day? (b) 10 bad checks over any 2 consecutive days? Solution: Poisson distribution, $f(x;\lambda )=\frac{{\lambda }^{x}{e}^{-\lambda }}{x!}$ a. 4 bad checks on any given day Given that $x=4, \lambda = \alphaT = 6\dot 1 = 6$ $f(4;6 )=\frac{{6 }^{4}{e}^{-6 }}{4!} = 0.134$ b. 10 bad checks over any 2 consecutive days Given that $x=10, \lambda = \alphaT = 6\dot 2 = 12$ $f(10;12 )=\frac{{12 }^{10}{e}^{-12 }}{10!} = 0.104837$

Problem 56: Let $S = \{x \in \R^3 : x = (r-2s,3r+s,s), r,s \in \R \}$. Establish that $S$ is a subspace of $\R^3$.

Problem 56: Let $S = \{x \in \R^3 : x = (r-2s,3r+s,s), r,s \in \R \}$. Establish that $S$ is a subspace of $\R^3$. Solution: $S = \{x \in \R^3 : x = (r-2s,3r+s,s), r,s \in \R \}$. S is certainly nonempty. Let $x, y \in S$. Then for some $r, s, u,v \in \R$, $x = (r-2s,3r+s,s)$ and $y = (u-2v,3u+v,v)$. Hence, $x + y = (r-2s,3r+s,s) + (u-2v,3u+v,v)$ $= (r-2s+u-2v,3r+s+3u+v,s+v) = ((r+u)-2(s+v),3(r+u)+(s+v),(s+v))$ $= (k-2l,3k+l,l)$, where $k = r + u, l=s+v$. Consequently, $S$ is closed under addition. Further, if $c \in \R$, then $cx = c(r-2s,3r+s,s) = (c(r-2s),c(3r+s),cs) $ $= (cr-2cs,3cr+cs,cs) = (a-2b,3a+b,b)$, where $a = cr,b=cs$. Therefore $S$ is also closed under scalar multiplication. It follows that $S$ is a subspace of $\R^3$.