BAM's question at Yahoo Answers regarding maximizing the yield of an orchard

  • Context: MHB 
  • Thread starter Thread starter MarkFL
  • Start date Start date
  • Tags Tags
    Yield
Click For Summary
SUMMARY

The discussion focuses on optimizing the yield of an orchard by determining the ideal number of peach trees to plant. The initial setup includes 61 trees yielding an average of 56 peaches each. The analysis reveals that for every 4 additional trees planted, the average yield decreases by 9 peaches. Through calculus, it is established that to maximize yield, the orchard should be adjusted to 43 trees, resulting in an estimated yield of approximately 4,150 peaches compared to 3,416 peaches with 61 trees.

PREREQUISITES
  • Understanding of basic calculus concepts, particularly differentiation.
  • Familiarity with linear functions and their properties.
  • Knowledge of yield optimization in agricultural contexts.
  • Ability to interpret mathematical models in real-world scenarios.
NEXT STEPS
  • Study the application of calculus in agricultural yield optimization.
  • Learn about linear regression and its use in predicting outcomes based on variable changes.
  • Explore the implications of discrete versus continuous variables in optimization problems.
  • Investigate other factors affecting yield in orchards, such as soil quality and tree variety.
USEFUL FOR

Agricultural scientists, mathematicians, and orchard managers seeking to enhance fruit production through mathematical optimization techniques.

MarkFL
Gold Member
MHB
Messages
13,284
Reaction score
12
Here is the question:

Help with calculus homework?


Hello! I am having much difficulty this with problem. I just don't get it. Help would be appreciated. Thanks very much! 5 points for correct answer ! :)

An orchard contains 61 peach trees with each tree yielding an average of 56 peaches. For each 4 additional trees planted, the average yield per tree decreases by 9 peaches. How many trees should be planted to maximize the total yield of the orchard?

I have posted a link there to this topic so the OP can see my work.
 
Physics news on Phys.org
Hello BAM!,

Let's the $Y$ be the total yield of the orchard, and $T$ be the number of trees. The total yield, in peaches, is the product of the number of trees and the average yield $A$ per tree:

$$Y(T)=T\cdot A(T)$$

We are told that when there are 61 trees, the average yield is 56 peaches per tree, and that for each additional 4 trees planted, the average yield decreases by 9 peaches.

From this, we know the average yield is a linear function, contains the point $(61,56)$ and has slope $$m=\frac{\Delta A}{\Delta T}=\frac{-9}{4}=-\frac{9}{4}$$. Thus, using the point-slope formula, we have:

$$A(T)-56=-\frac{9}{4}(T-61)$$

$$A(T)=-\frac{9}{4}T+\frac{773}{4}=\frac{773-9T}{4}$$

Hence, we may now write:

$$Y(T)=\frac{T(773-9T)}{4}=\frac{1}{4}\left(773T-9T^2 \right)$$

Differentiating the yield function with respect to $T$, and equating to zero, we obtain:

$$Y'(T)=\frac{1}{4}\left(773-18T \right)=0$$

Thus, the critical value is:

$$T=\frac{773}{18}$$

We can easily see that the second derivative of the yield function is a negative constant, indicating that this critical value occurs at the global maximum.

Because the number of trees is discrete rather than continuous, we need to round this value to the nearest natural number:

$$T\approx43$$

So, in order to maximize the yield of the orchard, there needs to be 43 trees planted instead of 61. At the current number of trees the yield is:

$$Y(61)=3416$$

With 43 trees, the yield is (rounded to the nearest peach):

$$Y(43)\approx4150$$
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
8K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
3
Views
19K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
2
Views
2K
  • · Replies 1 ·
Replies
1
Views
5K