Skip to main content

Problem 50: Determine whether $\R^+$, is a vector space $x + y = xy$,
$c\cdot x = x^c$.

Problem 50: On $\R^+$, the set of positive real numbers, define the operations of addition and scalar multiplication as follows:
$x + y = xy$,
$c\cdot x = x^c$.
Note that the multiplication and exponentiation appearing on the right side of these formulas refer to the ordinary operations on real numbers.
Determine whether $\R^+$, together with these algebraic operations,is a vector space.

Solution:
The Axioms of a Vector Space
The following properties must hold for all $ u,v,w \in \V$ and $a,b \in \R$:
Closure Properties
$(A1) u+v \in \V$.
$(A2) av \in \V$.
Properties of Addition
$(A3) u+v=v+u$.
$(A4) u+(v+w)=(u+v)+w$.
$(A5)$ There is an element $\mathbf{0} \in \V$ such that $\mathbf{0}+v=v$ for all $v \in \V$.
$(A6)$ Given an element $v \in \V$, there is an element $−v \in \V$ such that $v+(−v)=\mathbf{0}$.
Properties of Scalar Multiplication
$(A7) a(bv)=(ab)v$.
$(A8) a(u+v)=au+av$.
$(A9) (a+b)v=av+bv$.
$(A10) 1v=v$ for all $v \in \V$.

Prove A1:
Let $x,y \in \R^+$
\begin{align*} x+y = xy \in \R^+ \end{align*}

Prove A2:
Let $r \in \R$ and $x \in \R^+$
\begin{align*} rx = x^r \in \R^+ \end{align*}

Prove A3:
Let $x,y \in \R^+$
\begin{align*} x+y = xy = yx = y+x \end{align*}

Prove A4:
Let $x,y,z \in \R^+$
\begin{align*} (x+y)+z = (xy)+z\\ = (xy)z \\ = xyz \\ = x(yz) \\ = x(y+z) \\ = x+(y+z). \end{align*}

Prove A5:
Let $x\in \R^+$ and $1 \in \R^+$
zero vector in this set is the real number $1$. \begin{align*} 1+x = 1x\\ = x\\ = x1\\ = x+1 \end{align*}

Prove A6:
Let $x \in \R^+$ then additive inverese is $\frac{1}{x} \in \R^+$
\begin{align*} x+\frac{1}{x} = x\frac{1}{x} \\ = 1 \\ = \frac{1}{x}x\\ = \frac{1}{x}+x \end{align*}

Prove A7:
Let $x \in \R^+$ and $r,s \in \R$
\begin{align*} (rs)x = x^{rs} \\ = x^{sr} \\ = (x^s)^r \\ = r\cdot x^s \\ = r\cdot (s\cdot x) = r(sx) \end{align*}

Prove A8:
Let $x,y \in \R^+$ and $r \in \R$
\begin{align*} r(x+y) = (x+y)^r\\ = (xy)^r\\ = x^r+y^r\\ = rx+ry. \end{align*}

Prove A9:
Let $x\in \R^+$ and $r,s \in \R$
\begin{align*} (r+s)x = x^(r+s)\\ = x^rx^s\\ = x^r+x^s\\ = rx+sx \end{align*}

Prove A10:
Let $x\in \R^+$ and $1 \in \R$
\begin{align*} 1\cdot x =x^1\\ = x \end{align*}

Comments

Popular posts from this blog

Problem 85: A manufacturer of external hard drives claims that only 10% of his drives require repairs within the warranty peroid of 12 months.

Problem 85: A manufacturer of external hard drives claims that only 10% of his drives require repairs within the warranty peroid of 12 months. a. If 5 of 20 of his drives required repairs within the first year, does this tend to support or refuse the claim? b. If 3 of 20 of his drives required repairs within the first year, does this tend to support or refuse the claim? Solution: a. If 5 of 20 of his drives required repairs within the first year Given that $n=20,$ and $p=0.3$ $\sum _{x=5}^{20}b(x;n,p)=\sum _{x=5}^{20}b(x;20,0.1)=1-\sum _{x=0}^{4}b(x;20,0.1)$ $ = 1 - [b(0;20,0.1)+b(1;20,0.1)+b(2;20,0.1)+b(3;20,0.1)+b(4;20,0.1)]$ $b(x;n,p)=\left(\begin{array}{c}n\\ x\end{array}\right){p}^{x}(1-p)^{n-x}$ $b(0;20,0.1) = \left(\begin{array}{c}20\\ 0\end{array}\right){0.1}^{0}(1-0.1)^{20-0} = 0.121577$ $b(1;20,0.1) = \left(\begin{array}{c}20\\ 1\end{array}\right){0.1}^{1}(1-0.1)^{20-1} = 0.27017$ $b(2;20,0.1) = \left(\begin{array}{c}20\\ 2\end{array}\right){0.1}^{...

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 $\R^3$.

Problem 107: In a given city, 6% of all drivers get at least one parking ticket per year. Use the Poisson approximation to the binomial distribution to determine the probabilities that among 80 drivers randomly chosen in this given city:
a. 4 will get at least one parking ticket in any given year,
b. At least 3 will get at least at least one parking ticket in any given year,
c. Anywhere from 3 to 6, inclusive will get at least one parking ticket in any given year.

Problem 107: In a given city, 6% of all drivers get at least one parking ticket per year. Use the Poisson approximation to the binomial distribution to determine the probabilities that among 80 drivers randomly chosen in this given city: a. 4 will get at least one parking ticket in any given year, b. At least 3 will get at least at least one parking ticket in any given year, c. Anywhere from 3 to 6, inclusive will get at least one parking ticket in any given year. Solution: Poisson distribution, $f(x;\lambda )=\frac{{\lambda }^{x}{e}^{-\lambda }}{x!}$ a. 4 will get at least one parking ticket in any given year Given that $x=4, n=80, p=0.06, np = 4.8$ $f(4;4.8)=\frac{{4.8}^{4}{e}^{-4.8}}{4!} = 0.182029$ b. At least 3 will get at least at least one parking ticket in any given year Given that $x\ge 3, n=80, p=0.06, np = 4.8$ $P(x\ge 3) = 1-P(x $P(x=0) = f(0;4.8)=\frac{{4.8}^{0}{e}^{-4.8 }}{0!} = 0.00823$ $P(x=1) = f(1;4.8)=\frac{{4.8}^{1}{e}^{-4.8 }}{1!}...