Skip to main content

Problem 43:

Show that $\V$ is not a vector space over $\R$ under the operations defined below:

$(x,y)+(z,t) = (x+z,y+t)$ and $\alpha(x,y)=(\alpha^2x, \alpha^2y)$

Problem 43: Let $\V = \{(x,y):x,y \in \R\}$

Show that $\V$ is not a vector space over $\R$ under the operations defined below:

$(x,y)+(z,t) = (x+z,y+t$) and $\alpha(x,y)=(\alpha^2x, \alpha^2y)$

Solution: Given $\V = \{(x,y):x,y \in \R\}$

I. Properties under addition
i. Closure Property
Let \begin{align*} (x,y),(z,t) \in \V\\ \Rightarrow x,y,z,t \in \R \Rightarrow x+z,y+t \in \R\\ \therefore (x,y)+(z,t) = (x+z,y+t) \in \V \end{align*} $\Rightarrow \V$ is closed under addition.

ii. Associativity:
Let \begin{align*} (x,y),(z,t),(x_3,y_3)\in \V\\ \end{align*} Now, \begin{align*} \left[(x,y)+(z,t)\right]+(x_3,y_3) = \left[(x+z,y+t)\right]++(x_3,y_3)\\ = \left[(x+z)+x_3,(y+t)+y_3\right]\\ = \left[x+(z+x_3),y+(t+y_3)\right]\\ = (x,y)+\left[(z+x_3),(t+y_3)\right]\\ = (x,y)+\left[(z,t)+(x_3,y_3)\right]\\ \end{align*} $\Rightarrow$ Addition is associative in $\V$.

iii. Existence of additive identity:
For all $(x,y) \in \V, \exists (0,0) \in \V$
Now \begin{align*} (x,y)+(0,0)=(x+0,y+0) = (x,y)\\ (0,0)+(x,y)=(0+x,0+y) = (x,y)\\ \end{align*} $\Rightarrow (0,0)$ is the additive identity in $\V$.

iv. Existence of additive inverse:
Let $(x,y) \in \V$, be any element $(-x,-y)\in \V$
\begin{align*} \ \because x,y \in \R \Rightarrow -x,-y \in \R\\ \end{align*} Now \begin{align*} (x,y)+(-x,-y)= (x+(-x),y+(-y))=(0,0)\\ (-x,-y)+(x,y)= ((-x)+x,(-y)+y)=(0,0)\\ \end{align*} $\Rightarrow (-x,-y)$ is the additive inverse of $(x,y)$ for each $(x,y) \in \V$.

v. Commutative Law:
Let $ (x,y),(z,t) \in \V$, Now \begin{align*} (x,y)+(z,t)= (x+z,y+t) = (z+x,t+y) = (z,t)+(x,y) \end{align*} $\Rightarrow$ addition is commutative in $\V$.

II. Properties under Scalar Multiplication
vi. Closure under Scalar Multiplication
Let $\alpha\in \R$ and $(x,y) \in \V$ s.t. $x,y \in \R$ \begin{align*} \alpha(x,y)=(\alpha^2x, \alpha^2y) \in \V \therefore \alpha (x,y) \in \V \end{align*} $\Rightarrow \V$ is closed under Scalar Multiplication.

vii.Distributivity of Addition of Real Numbers
Let $\alpha, \beta\in \R$ and $(x,y) \in \V$ s.t. $x,y \in \R$ \begin{align*} (\alpha+\beta)(x,y)= ((\alpha+\beta)^2 x,(\alpha+\beta)^2 y) \end{align*} And \begin{align*} \alpha(x,y)+\beta(x,y)= (\alpha^2 x,\alpha^2 y)+(\beta^2 x,\beta^2y) = ((\alpha^2+\beta^2) x, (\alpha^2+\beta^2)y) \end{align*} $\Rightarrow (\alpha+\beta)(x,y) \ne \alpha(x,y)+\beta(x,y)$
$\Rightarrow $ Distributivity of Addition of Real Numbers does not exists.

Hence, $\V$ is not a vector space over reals.

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 $\R^3$.