If $a+b=1$ find the greatest value for $a^2b^3$
I have been trying for some time on this question but i am new to inequalities so I am unable to solve it. I tried am gm but failed. Any help would be apriciated
algebra-precalculus optimization maxima-minima a.m.-g.m.-inequality
add a comment |
I have been trying for some time on this question but i am new to inequalities so I am unable to solve it. I tried am gm but failed. Any help would be apriciated
algebra-precalculus optimization maxima-minima a.m.-g.m.-inequality
4
I presume you want $a$, $bge0$?
– Lord Shark the Unknown
yesterday
add a comment |
I have been trying for some time on this question but i am new to inequalities so I am unable to solve it. I tried am gm but failed. Any help would be apriciated
algebra-precalculus optimization maxima-minima a.m.-g.m.-inequality
I have been trying for some time on this question but i am new to inequalities so I am unable to solve it. I tried am gm but failed. Any help would be apriciated
algebra-precalculus optimization maxima-minima a.m.-g.m.-inequality
algebra-precalculus optimization maxima-minima a.m.-g.m.-inequality
edited yesterday
Michael Rozenberg
97.2k1589188
97.2k1589188
asked yesterday
user587054
47211
47211
4
I presume you want $a$, $bge0$?
– Lord Shark the Unknown
yesterday
add a comment |
4
I presume you want $a$, $bge0$?
– Lord Shark the Unknown
yesterday
4
4
I presume you want $a$, $bge0$?
– Lord Shark the Unknown
yesterday
I presume you want $a$, $bge0$?
– Lord Shark the Unknown
yesterday
add a comment |
5 Answers
5
active
oldest
votes
Assuming that $a$ and $b$ are nonnegative, apply AM/GM to $a/2$, $a/2$, $b/3$, $b/3$ and $b/3$ which sum to $1$. One gets
$$frac15gesqrt[5]{frac a2frac a2frac b3frac b3frac b3}$$
etc.
add a comment |
Just using algebra.
Using $b=1-a$, you are looking for the maximum of function
$$f(a)=a^2(1-a)^3$$ Compute the derivatives
$$f'(a)=-a(1-a)^2 (5 a-2)$$
$$f''(a)=2(1-a)(10 a^2-8 a+1)$$
The first derivative cancels at $a=0$, $a=1$ and $a=frac 25$. For the first two, $f(a)=0$. For the last one $fleft(frac{2}{5}right)=frac{108}{3125}$ and $f''left(frac{2}{5}right)=-frac{18}{25} <0$ confirms that this is a maximum value.
Although it's not the most elegant, this is by far the most straightforward answer!
– Toby Mak
yesterday
You might want to add in the intermediate steps $f'(a) = -3a^2(1-a)^2$ and $f''(a) = -(1-a)^2(5a-2) + -a(1-a)(-2)(5a-2) - a(1-a)^2(5)$ to make reading easier.
– Toby Mak
yesterday
Is $f''(x)$ required at all?
– Shubham Johri
yesterday
2
@ShubhamJohri; Just to confirm that this is a maximum.
– Claude Leibovici
yesterday
add a comment |
Does not exist. Try $brightarrow+infty$.
For non-negatives $a$ and $b$ by AM-GM we obtain:
$$a^2b^3=2^23^3cdotleft(frac{a}{2}right)^2left(frac{b}{3}right)^3leq2^23^3left(frac{2cdotfrac{a}{2}+3cdotfrac{b}{3}}{5}right)^5=frac{108}{3125}.$$
The equality occurs for $frac{a}{2}=frac{b}{3},$ which says that we got a maximal value.
add a comment |
$$f(x)=(1-x)^2cdot x^3=x^5-2x^4+x^3$$
$$f'(x)=5x^4 -8x^3 + 3x^2=x^2(5x^2-8x+3)=x^2(x-1)(5x-3)$$
$$f'(x) = 0 implies x in {0, 1, frac 35}$$
$$f''(x)=20x^3-24x^2+6x=2x(10x^2-12x+3)$$
$$f''(0)=0, f''(1)>0, f''(frac 35)<0$$
Hence $b=frac 35, a=frac 25$, if we assume $a,b > 0$
I think it is easier to differentiate $f(x)=x^3(1-x)^2$ to $f'(x)=3x^2(1-x)^2-2x^3(1-x)$ from which it is obvious that you can take a factor $x^2(1-x)$ leaving $(3-5x)$. Also since $f(0)=f(1)=0$ and $f(x)$ is positive in $(0,1)$ there will be a local maximum in this interval. No need to take the second derivative. But neat all the same.
– Mark Bennet
yesterday
We are searching for the absolute maximum in $[0,1]$, not local ones. As such, you need to compare the functional values at $0,1,3/5;f''(1)>0,f''(0)=0$ are insufficient to reject $0,1$
– Shubham Johri
yesterday
add a comment |
Let Constraint function be
$$C(a,b)= a+b-1=0 $$
and the Object function that needs maximization be
$$G(a,b)=a^2b^3 $$
we have with partial differentiation of combined Lagrangian:
$$ C(a,b)- lambda G(a,b) $$
condition to evaluate the multiplier $lambda$
$$dfrac {dfrac{partial C(a,b)}{partial a} } {dfrac{partial C(a,b)}{partial b} } =dfrac {dfrac{partial G(a,b)}{partial a}} {dfrac{partial G(a,b)}{partial b} } $$
$$dfrac{2a^2b^3}{3a^3b^2} =1quad rightarrow dfrac{a}{b} = dfrac{2}{3} $$
That it attains a maximum.. can be checked with second derivatives of Object function and its sign change.
After plugging in these values Object function maximum value is:
$$ dfrac{27a^5}{8} =dfrac{4b^5}{9}. $$
add a comment |
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5 Answers
5
active
oldest
votes
5 Answers
5
active
oldest
votes
active
oldest
votes
active
oldest
votes
Assuming that $a$ and $b$ are nonnegative, apply AM/GM to $a/2$, $a/2$, $b/3$, $b/3$ and $b/3$ which sum to $1$. One gets
$$frac15gesqrt[5]{frac a2frac a2frac b3frac b3frac b3}$$
etc.
add a comment |
Assuming that $a$ and $b$ are nonnegative, apply AM/GM to $a/2$, $a/2$, $b/3$, $b/3$ and $b/3$ which sum to $1$. One gets
$$frac15gesqrt[5]{frac a2frac a2frac b3frac b3frac b3}$$
etc.
add a comment |
Assuming that $a$ and $b$ are nonnegative, apply AM/GM to $a/2$, $a/2$, $b/3$, $b/3$ and $b/3$ which sum to $1$. One gets
$$frac15gesqrt[5]{frac a2frac a2frac b3frac b3frac b3}$$
etc.
Assuming that $a$ and $b$ are nonnegative, apply AM/GM to $a/2$, $a/2$, $b/3$, $b/3$ and $b/3$ which sum to $1$. One gets
$$frac15gesqrt[5]{frac a2frac a2frac b3frac b3frac b3}$$
etc.
answered yesterday
Lord Shark the Unknown
102k958132
102k958132
add a comment |
add a comment |
Just using algebra.
Using $b=1-a$, you are looking for the maximum of function
$$f(a)=a^2(1-a)^3$$ Compute the derivatives
$$f'(a)=-a(1-a)^2 (5 a-2)$$
$$f''(a)=2(1-a)(10 a^2-8 a+1)$$
The first derivative cancels at $a=0$, $a=1$ and $a=frac 25$. For the first two, $f(a)=0$. For the last one $fleft(frac{2}{5}right)=frac{108}{3125}$ and $f''left(frac{2}{5}right)=-frac{18}{25} <0$ confirms that this is a maximum value.
Although it's not the most elegant, this is by far the most straightforward answer!
– Toby Mak
yesterday
You might want to add in the intermediate steps $f'(a) = -3a^2(1-a)^2$ and $f''(a) = -(1-a)^2(5a-2) + -a(1-a)(-2)(5a-2) - a(1-a)^2(5)$ to make reading easier.
– Toby Mak
yesterday
Is $f''(x)$ required at all?
– Shubham Johri
yesterday
2
@ShubhamJohri; Just to confirm that this is a maximum.
– Claude Leibovici
yesterday
add a comment |
Just using algebra.
Using $b=1-a$, you are looking for the maximum of function
$$f(a)=a^2(1-a)^3$$ Compute the derivatives
$$f'(a)=-a(1-a)^2 (5 a-2)$$
$$f''(a)=2(1-a)(10 a^2-8 a+1)$$
The first derivative cancels at $a=0$, $a=1$ and $a=frac 25$. For the first two, $f(a)=0$. For the last one $fleft(frac{2}{5}right)=frac{108}{3125}$ and $f''left(frac{2}{5}right)=-frac{18}{25} <0$ confirms that this is a maximum value.
Although it's not the most elegant, this is by far the most straightforward answer!
– Toby Mak
yesterday
You might want to add in the intermediate steps $f'(a) = -3a^2(1-a)^2$ and $f''(a) = -(1-a)^2(5a-2) + -a(1-a)(-2)(5a-2) - a(1-a)^2(5)$ to make reading easier.
– Toby Mak
yesterday
Is $f''(x)$ required at all?
– Shubham Johri
yesterday
2
@ShubhamJohri; Just to confirm that this is a maximum.
– Claude Leibovici
yesterday
add a comment |
Just using algebra.
Using $b=1-a$, you are looking for the maximum of function
$$f(a)=a^2(1-a)^3$$ Compute the derivatives
$$f'(a)=-a(1-a)^2 (5 a-2)$$
$$f''(a)=2(1-a)(10 a^2-8 a+1)$$
The first derivative cancels at $a=0$, $a=1$ and $a=frac 25$. For the first two, $f(a)=0$. For the last one $fleft(frac{2}{5}right)=frac{108}{3125}$ and $f''left(frac{2}{5}right)=-frac{18}{25} <0$ confirms that this is a maximum value.
Just using algebra.
Using $b=1-a$, you are looking for the maximum of function
$$f(a)=a^2(1-a)^3$$ Compute the derivatives
$$f'(a)=-a(1-a)^2 (5 a-2)$$
$$f''(a)=2(1-a)(10 a^2-8 a+1)$$
The first derivative cancels at $a=0$, $a=1$ and $a=frac 25$. For the first two, $f(a)=0$. For the last one $fleft(frac{2}{5}right)=frac{108}{3125}$ and $f''left(frac{2}{5}right)=-frac{18}{25} <0$ confirms that this is a maximum value.
answered yesterday
Claude Leibovici
119k1157132
119k1157132
Although it's not the most elegant, this is by far the most straightforward answer!
– Toby Mak
yesterday
You might want to add in the intermediate steps $f'(a) = -3a^2(1-a)^2$ and $f''(a) = -(1-a)^2(5a-2) + -a(1-a)(-2)(5a-2) - a(1-a)^2(5)$ to make reading easier.
– Toby Mak
yesterday
Is $f''(x)$ required at all?
– Shubham Johri
yesterday
2
@ShubhamJohri; Just to confirm that this is a maximum.
– Claude Leibovici
yesterday
add a comment |
Although it's not the most elegant, this is by far the most straightforward answer!
– Toby Mak
yesterday
You might want to add in the intermediate steps $f'(a) = -3a^2(1-a)^2$ and $f''(a) = -(1-a)^2(5a-2) + -a(1-a)(-2)(5a-2) - a(1-a)^2(5)$ to make reading easier.
– Toby Mak
yesterday
Is $f''(x)$ required at all?
– Shubham Johri
yesterday
2
@ShubhamJohri; Just to confirm that this is a maximum.
– Claude Leibovici
yesterday
Although it's not the most elegant, this is by far the most straightforward answer!
– Toby Mak
yesterday
Although it's not the most elegant, this is by far the most straightforward answer!
– Toby Mak
yesterday
You might want to add in the intermediate steps $f'(a) = -3a^2(1-a)^2$ and $f''(a) = -(1-a)^2(5a-2) + -a(1-a)(-2)(5a-2) - a(1-a)^2(5)$ to make reading easier.
– Toby Mak
yesterday
You might want to add in the intermediate steps $f'(a) = -3a^2(1-a)^2$ and $f''(a) = -(1-a)^2(5a-2) + -a(1-a)(-2)(5a-2) - a(1-a)^2(5)$ to make reading easier.
– Toby Mak
yesterday
Is $f''(x)$ required at all?
– Shubham Johri
yesterday
Is $f''(x)$ required at all?
– Shubham Johri
yesterday
2
2
@ShubhamJohri; Just to confirm that this is a maximum.
– Claude Leibovici
yesterday
@ShubhamJohri; Just to confirm that this is a maximum.
– Claude Leibovici
yesterday
add a comment |
Does not exist. Try $brightarrow+infty$.
For non-negatives $a$ and $b$ by AM-GM we obtain:
$$a^2b^3=2^23^3cdotleft(frac{a}{2}right)^2left(frac{b}{3}right)^3leq2^23^3left(frac{2cdotfrac{a}{2}+3cdotfrac{b}{3}}{5}right)^5=frac{108}{3125}.$$
The equality occurs for $frac{a}{2}=frac{b}{3},$ which says that we got a maximal value.
add a comment |
Does not exist. Try $brightarrow+infty$.
For non-negatives $a$ and $b$ by AM-GM we obtain:
$$a^2b^3=2^23^3cdotleft(frac{a}{2}right)^2left(frac{b}{3}right)^3leq2^23^3left(frac{2cdotfrac{a}{2}+3cdotfrac{b}{3}}{5}right)^5=frac{108}{3125}.$$
The equality occurs for $frac{a}{2}=frac{b}{3},$ which says that we got a maximal value.
add a comment |
Does not exist. Try $brightarrow+infty$.
For non-negatives $a$ and $b$ by AM-GM we obtain:
$$a^2b^3=2^23^3cdotleft(frac{a}{2}right)^2left(frac{b}{3}right)^3leq2^23^3left(frac{2cdotfrac{a}{2}+3cdotfrac{b}{3}}{5}right)^5=frac{108}{3125}.$$
The equality occurs for $frac{a}{2}=frac{b}{3},$ which says that we got a maximal value.
Does not exist. Try $brightarrow+infty$.
For non-negatives $a$ and $b$ by AM-GM we obtain:
$$a^2b^3=2^23^3cdotleft(frac{a}{2}right)^2left(frac{b}{3}right)^3leq2^23^3left(frac{2cdotfrac{a}{2}+3cdotfrac{b}{3}}{5}right)^5=frac{108}{3125}.$$
The equality occurs for $frac{a}{2}=frac{b}{3},$ which says that we got a maximal value.
edited yesterday
answered yesterday
Michael Rozenberg
97.2k1589188
97.2k1589188
add a comment |
add a comment |
$$f(x)=(1-x)^2cdot x^3=x^5-2x^4+x^3$$
$$f'(x)=5x^4 -8x^3 + 3x^2=x^2(5x^2-8x+3)=x^2(x-1)(5x-3)$$
$$f'(x) = 0 implies x in {0, 1, frac 35}$$
$$f''(x)=20x^3-24x^2+6x=2x(10x^2-12x+3)$$
$$f''(0)=0, f''(1)>0, f''(frac 35)<0$$
Hence $b=frac 35, a=frac 25$, if we assume $a,b > 0$
I think it is easier to differentiate $f(x)=x^3(1-x)^2$ to $f'(x)=3x^2(1-x)^2-2x^3(1-x)$ from which it is obvious that you can take a factor $x^2(1-x)$ leaving $(3-5x)$. Also since $f(0)=f(1)=0$ and $f(x)$ is positive in $(0,1)$ there will be a local maximum in this interval. No need to take the second derivative. But neat all the same.
– Mark Bennet
yesterday
We are searching for the absolute maximum in $[0,1]$, not local ones. As such, you need to compare the functional values at $0,1,3/5;f''(1)>0,f''(0)=0$ are insufficient to reject $0,1$
– Shubham Johri
yesterday
add a comment |
$$f(x)=(1-x)^2cdot x^3=x^5-2x^4+x^3$$
$$f'(x)=5x^4 -8x^3 + 3x^2=x^2(5x^2-8x+3)=x^2(x-1)(5x-3)$$
$$f'(x) = 0 implies x in {0, 1, frac 35}$$
$$f''(x)=20x^3-24x^2+6x=2x(10x^2-12x+3)$$
$$f''(0)=0, f''(1)>0, f''(frac 35)<0$$
Hence $b=frac 35, a=frac 25$, if we assume $a,b > 0$
I think it is easier to differentiate $f(x)=x^3(1-x)^2$ to $f'(x)=3x^2(1-x)^2-2x^3(1-x)$ from which it is obvious that you can take a factor $x^2(1-x)$ leaving $(3-5x)$. Also since $f(0)=f(1)=0$ and $f(x)$ is positive in $(0,1)$ there will be a local maximum in this interval. No need to take the second derivative. But neat all the same.
– Mark Bennet
yesterday
We are searching for the absolute maximum in $[0,1]$, not local ones. As such, you need to compare the functional values at $0,1,3/5;f''(1)>0,f''(0)=0$ are insufficient to reject $0,1$
– Shubham Johri
yesterday
add a comment |
$$f(x)=(1-x)^2cdot x^3=x^5-2x^4+x^3$$
$$f'(x)=5x^4 -8x^3 + 3x^2=x^2(5x^2-8x+3)=x^2(x-1)(5x-3)$$
$$f'(x) = 0 implies x in {0, 1, frac 35}$$
$$f''(x)=20x^3-24x^2+6x=2x(10x^2-12x+3)$$
$$f''(0)=0, f''(1)>0, f''(frac 35)<0$$
Hence $b=frac 35, a=frac 25$, if we assume $a,b > 0$
$$f(x)=(1-x)^2cdot x^3=x^5-2x^4+x^3$$
$$f'(x)=5x^4 -8x^3 + 3x^2=x^2(5x^2-8x+3)=x^2(x-1)(5x-3)$$
$$f'(x) = 0 implies x in {0, 1, frac 35}$$
$$f''(x)=20x^3-24x^2+6x=2x(10x^2-12x+3)$$
$$f''(0)=0, f''(1)>0, f''(frac 35)<0$$
Hence $b=frac 35, a=frac 25$, if we assume $a,b > 0$
answered yesterday
Rhys Hughes
5,0441427
5,0441427
I think it is easier to differentiate $f(x)=x^3(1-x)^2$ to $f'(x)=3x^2(1-x)^2-2x^3(1-x)$ from which it is obvious that you can take a factor $x^2(1-x)$ leaving $(3-5x)$. Also since $f(0)=f(1)=0$ and $f(x)$ is positive in $(0,1)$ there will be a local maximum in this interval. No need to take the second derivative. But neat all the same.
– Mark Bennet
yesterday
We are searching for the absolute maximum in $[0,1]$, not local ones. As such, you need to compare the functional values at $0,1,3/5;f''(1)>0,f''(0)=0$ are insufficient to reject $0,1$
– Shubham Johri
yesterday
add a comment |
I think it is easier to differentiate $f(x)=x^3(1-x)^2$ to $f'(x)=3x^2(1-x)^2-2x^3(1-x)$ from which it is obvious that you can take a factor $x^2(1-x)$ leaving $(3-5x)$. Also since $f(0)=f(1)=0$ and $f(x)$ is positive in $(0,1)$ there will be a local maximum in this interval. No need to take the second derivative. But neat all the same.
– Mark Bennet
yesterday
We are searching for the absolute maximum in $[0,1]$, not local ones. As such, you need to compare the functional values at $0,1,3/5;f''(1)>0,f''(0)=0$ are insufficient to reject $0,1$
– Shubham Johri
yesterday
I think it is easier to differentiate $f(x)=x^3(1-x)^2$ to $f'(x)=3x^2(1-x)^2-2x^3(1-x)$ from which it is obvious that you can take a factor $x^2(1-x)$ leaving $(3-5x)$. Also since $f(0)=f(1)=0$ and $f(x)$ is positive in $(0,1)$ there will be a local maximum in this interval. No need to take the second derivative. But neat all the same.
– Mark Bennet
yesterday
I think it is easier to differentiate $f(x)=x^3(1-x)^2$ to $f'(x)=3x^2(1-x)^2-2x^3(1-x)$ from which it is obvious that you can take a factor $x^2(1-x)$ leaving $(3-5x)$. Also since $f(0)=f(1)=0$ and $f(x)$ is positive in $(0,1)$ there will be a local maximum in this interval. No need to take the second derivative. But neat all the same.
– Mark Bennet
yesterday
We are searching for the absolute maximum in $[0,1]$, not local ones. As such, you need to compare the functional values at $0,1,3/5;f''(1)>0,f''(0)=0$ are insufficient to reject $0,1$
– Shubham Johri
yesterday
We are searching for the absolute maximum in $[0,1]$, not local ones. As such, you need to compare the functional values at $0,1,3/5;f''(1)>0,f''(0)=0$ are insufficient to reject $0,1$
– Shubham Johri
yesterday
add a comment |
Let Constraint function be
$$C(a,b)= a+b-1=0 $$
and the Object function that needs maximization be
$$G(a,b)=a^2b^3 $$
we have with partial differentiation of combined Lagrangian:
$$ C(a,b)- lambda G(a,b) $$
condition to evaluate the multiplier $lambda$
$$dfrac {dfrac{partial C(a,b)}{partial a} } {dfrac{partial C(a,b)}{partial b} } =dfrac {dfrac{partial G(a,b)}{partial a}} {dfrac{partial G(a,b)}{partial b} } $$
$$dfrac{2a^2b^3}{3a^3b^2} =1quad rightarrow dfrac{a}{b} = dfrac{2}{3} $$
That it attains a maximum.. can be checked with second derivatives of Object function and its sign change.
After plugging in these values Object function maximum value is:
$$ dfrac{27a^5}{8} =dfrac{4b^5}{9}. $$
add a comment |
Let Constraint function be
$$C(a,b)= a+b-1=0 $$
and the Object function that needs maximization be
$$G(a,b)=a^2b^3 $$
we have with partial differentiation of combined Lagrangian:
$$ C(a,b)- lambda G(a,b) $$
condition to evaluate the multiplier $lambda$
$$dfrac {dfrac{partial C(a,b)}{partial a} } {dfrac{partial C(a,b)}{partial b} } =dfrac {dfrac{partial G(a,b)}{partial a}} {dfrac{partial G(a,b)}{partial b} } $$
$$dfrac{2a^2b^3}{3a^3b^2} =1quad rightarrow dfrac{a}{b} = dfrac{2}{3} $$
That it attains a maximum.. can be checked with second derivatives of Object function and its sign change.
After plugging in these values Object function maximum value is:
$$ dfrac{27a^5}{8} =dfrac{4b^5}{9}. $$
add a comment |
Let Constraint function be
$$C(a,b)= a+b-1=0 $$
and the Object function that needs maximization be
$$G(a,b)=a^2b^3 $$
we have with partial differentiation of combined Lagrangian:
$$ C(a,b)- lambda G(a,b) $$
condition to evaluate the multiplier $lambda$
$$dfrac {dfrac{partial C(a,b)}{partial a} } {dfrac{partial C(a,b)}{partial b} } =dfrac {dfrac{partial G(a,b)}{partial a}} {dfrac{partial G(a,b)}{partial b} } $$
$$dfrac{2a^2b^3}{3a^3b^2} =1quad rightarrow dfrac{a}{b} = dfrac{2}{3} $$
That it attains a maximum.. can be checked with second derivatives of Object function and its sign change.
After plugging in these values Object function maximum value is:
$$ dfrac{27a^5}{8} =dfrac{4b^5}{9}. $$
Let Constraint function be
$$C(a,b)= a+b-1=0 $$
and the Object function that needs maximization be
$$G(a,b)=a^2b^3 $$
we have with partial differentiation of combined Lagrangian:
$$ C(a,b)- lambda G(a,b) $$
condition to evaluate the multiplier $lambda$
$$dfrac {dfrac{partial C(a,b)}{partial a} } {dfrac{partial C(a,b)}{partial b} } =dfrac {dfrac{partial G(a,b)}{partial a}} {dfrac{partial G(a,b)}{partial b} } $$
$$dfrac{2a^2b^3}{3a^3b^2} =1quad rightarrow dfrac{a}{b} = dfrac{2}{3} $$
That it attains a maximum.. can be checked with second derivatives of Object function and its sign change.
After plugging in these values Object function maximum value is:
$$ dfrac{27a^5}{8} =dfrac{4b^5}{9}. $$
answered yesterday
Narasimham
20.6k52158
20.6k52158
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4
I presume you want $a$, $bge0$?
– Lord Shark the Unknown
yesterday