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Zorluk: ZorStationary Points, Maxima, and Minima

The total profit P(x)P(x), in thousands of Naira, obtained from producing and selling xx hundred units of a commodity is modeled by the function P(x)=−x3+6x2+15x−8P(x) = -x^3 + 6x^2 + 15x - 8, where x≥0x \ge 0. What is the maximum profit achievable?

Cevap: 92 thousand Naira

Cevap

The maximum profit achievable is 92 thousand Naira.
To find the maximum profit, we find the stationary points of P(x)=−x3+6x2+15x−8P(x) = -x^3 + 6x^2 + 15x - 8 by taking the derivative P′(x)=−3x2+12x+15P'(x) = -3x^2 + 12x + 15 and setting it to 0. Solving −3(x−5)(x+1)=0-3(x-5)(x+1) = 0 with x≥0x \ge 0 yields x=5x = 5. Testing the second derivative gives P′′(5)=−18<0P''(5) = -18 < 0, confirming x=5x = 5 is a maximum. Substituting x=5x = 5 into P(x)P(x) yields P(5)=92P(5) = 92.

Adım Adım Çözüm

1
Differentiate the profit function P(x)P(x) with respect to xx
P′(x)=−3x2+12x+15P'(x) = -3x^2 + 12x + 15
Stationary points occur where the rate of change of profit (the derivative) is equal to zero.
2
Set P′(x)=0P'(x) = 0 and solve for xx
−3(x2−4x−5)=0  ⟹  (x−5)(x+1)=0-3(x^2 - 4x - 5) = 0 \implies (x - 5)(x + 1) = 0, giving critical values x=5x = 5 and x=−1x = -1
Factoring the quadratic equation yields the critical values of production level.
3
Filter critical values based on physical domain constraints
x=5x = 5 (reject x=−1x = -1 since production x≥0x \ge 0)
Production quantities cannot be negative in physical real-life contexts.
4
Perform the second derivative test to confirm the nature of the stationary point
P′′(x)=−6x+12  ⟹  P′′(5)=−6(5)+12=−18P''(x) = -6x + 12 \implies P''(5) = -6(5) + 12 = -18
Since P′′(5)<0P''(5) < 0, the function achieves a local maximum at x=5x = 5.
5
Substitute x=5x = 5 back into original function P(x)P(x)
P(5)=−(5)3+6(5)2+15(5)−8=−125+150+75−8=92P(5) = -(5)^3 + 6(5)^2 + 15(5) - 8 = -125 + 150 + 75 - 8 = 92
Evaluating P(5)P(5) gives the maximum total profit value.

Anahtar Kavram

Optimization and Maximum Values using First and Second Derivatives
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