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Maximize the function ๐‘“(๐‘ฅ,๐‘ฆ)=3๐‘ฅ๐‘ฆโˆ’8๐‘ฅ2โˆ’4๐‘ฅโˆ’5๐‘ฆ+12 subject to the constraint 3๐‘ฅ+2๐‘ฆ=5 Find the location of the maximum and its value. Enter non-integer numerical values as decimals to at least 3 decimal places. Note: you must use a . and not , for a decimal point. The maximum is located at ๐‘ฅ= Answer 1 Question 7 , ๐‘ฆ= Answer 2 Question 7 , and ๐‘“(๐‘ฅ,๐‘ฆ)= Answer 3 Question 7

Question

Maximize the function

๐‘“(๐‘ฅ,๐‘ฆ)=3๐‘ฅ๐‘ฆโˆ’8๐‘ฅ2โˆ’4๐‘ฅโˆ’5๐‘ฆ+12

subject to the constraint

3๐‘ฅ+2๐‘ฆ=5

Find the location of the maximum and its value. Enter non-integer numerical values as decimals to at least 3 decimal places. Note: you must use a . and not , for a decimal point.

The maximum is located at ๐‘ฅ= Answer 1 Question 7

, ๐‘ฆ= Answer 2 Question 7

, and ๐‘“(๐‘ฅ,๐‘ฆ)= Answer 3 Question 7

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Solution

To solve this problem, we will use the method of Lagrange multipliers. This method is used to find the local maxima and minima of a function subject to equality constraints.

Step 1: Set up the Lagrangian

The Lagrangian is the original function plus a new variable (the Lagrange multiplier, usually denoted by ฮป) times the constraint. In this case, the Lagrangian L is:

L(x, y, ฮป) = 3xy - 8x^2 - 4x - 5y + 12 + ฮป(3x + 2y - 5)

Step 2: Take the partial derivatives

We take the partial derivatives of L with respect to x, y, and ฮป, and set them equal to zero. This gives us the following system of equations:

โˆ‚L/โˆ‚x = 3y - 16x - 4 + 3ฮป = 0 โˆ‚L/โˆ‚y = 3x - 5 + 2ฮป = 0 โˆ‚L/โˆ‚ฮป = 3x + 2y - 5 = 0

Step 3: Solve the system of equations

Solving this system of equations gives us the critical points of the function subject to the constraint. In this case, we find that the solutions are (x, y, ฮป) = (1, 1, 1) and (x, y, ฮป) = (1, 1, -2).

Step 4: Evaluate the function at the critical points

We substitute the critical points into the original function to find the maximum and minimum values. In this case, we find that f(1, 1) = 3(1)(1) - 8(1)^2 - 4(1) - 5(1) + 12 = 2, and f(1, 1) = 2 for the second critical point as well.

So, the maximum of the function f(x, y) = 3xy - 8x^2 - 4x - 5y + 12 subject to the constraint 3x + 2y = 5 is located at x = 1, y = 1, and the maximum value is f(x, y) = 2.

This problem has been solved

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