Math Problem Statement

Can u solve part b

Can you solve part b of the given mathematical problem?

Solution

Let's carefully address part (b) of the question using the information from the image:


Part (b): Prove using d2Cdv2\frac{d^2C}{dv^2} that the cost is minimized at the speed found in (a)(i).

From part (a)(i), the cost function is: C=1500v+2v11+60C = \frac{1500}{v} + \frac{2v}{11} + 60

We already know: dCdv=1500v2+211\frac{dC}{dv} = -\frac{1500}{v^2} + \frac{2}{11}

At the minimum cost, dCdv=0\frac{dC}{dv} = 0, which gave: 1500v2=211\frac{1500}{v^2} = \frac{2}{11} Solving this, we found ( v = \sqrt{\frac{1500 \cdot 11}{2}} = \sqrt{8250} \approx 90.83 , \text{km/h.} )


Now, calculate d2Cdv2\frac{d^2C}{dv^2}:

The second derivative of CC is: d2Cdv2=ddv(1500v2+211)\frac{d^2C}{dv^2} = \frac{d}{dv}\left(-\frac{1500}{v^2} + \frac{2}{11}\right)

Differentiate term by term: d2Cdv2=ddv(1500v2)+ddv(211)\frac{d^2C}{dv^2} = \frac{d}{dv}\left(-\frac{1500}{v^2}\right) + \frac{d}{dv}\left(\frac{2}{11}\right)

The derivative of 1500v2-\frac{1500}{v^2} is: ddv(1500v2)=3000v3=3000v3\frac{d}{dv}\left(-\frac{1500}{v^2}\right) = 3000v^{-3} = \frac{3000}{v^3}

The derivative of 211\frac{2}{11} is: ddv(211)=0(since it’s a constant).\frac{d}{dv}\left(\frac{2}{11}\right) = 0 \, \text{(since it's a constant)}.

Thus: d2Cdv2=3000v3.\frac{d^2C}{dv^2} = \frac{3000}{v^3}.


Evaluate d2Cdv2\frac{d^2C}{dv^2} at v=90.83v = 90.83:

Substitute v=90.83v = 90.83 into 3000v3\frac{3000}{v^3}: d2Cdv2=3000(90.83)3.\frac{d^2C}{dv^2} = \frac{3000}{(90.83)^3}.

First, calculate (90.83)3(90.83)^3: (90.83)3748024.49.(90.83)^3 \approx 748024.49.

Now calculate: 3000748024.490.00401.\frac{3000}{748024.49} \approx 0.00401.


Conclusion:

Since d2Cdv2>0\frac{d^2C}{dv^2} > 0 (positive value), this confirms that the cost function CC has a minimum at v=90.83km/h.v = 90.83 \, \text{km/h.}


Do you have any questions or need further clarification? Let me know!


5 Related Questions:

  1. What is the significance of the second derivative test in optimization problems?
  2. How does the speed vv affect the cost function CC in this model?
  3. Can this method be applied to non-polynomial cost functions? Why or why not?
  4. What are the physical interpretations of dCdv\frac{dC}{dv} and d2Cdv2\frac{d^2C}{dv^2} in this context?
  5. How would the results change if an additional term was added to the cost function?

Tip:

Always verify the units of each term in a cost function to ensure they are consistent, especially in applied mathematics problems like this!

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Math Problem Analysis

Mathematical Concepts

Optimization
Derivatives
Second Derivative Test

Formulas

Cost function C = 1500/v + 2v/11 + 60
First derivative dC/dv = -1500/v^2 + 2/11
Second derivative d²C/dv² = 3000/v³

Theorems

Second Derivative Test for Minimum

Suitable Grade Level

Grade 11-12 (A-Level Mathematics or equivalent)