Math Problem Statement
Use the method of Lagrange multipliers to find the minimum value of π(π₯, π¦) = 6π₯ 2 + 5π¦ 2 β π₯π¦ subject to the constraint 2π₯ + π¦ = 24
Solution
To find the minimum value of subject to the constraint , we will use the method of Lagrange multipliers. The steps are as follows:
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Define the Lagrange function:
where and the constraint .
Therefore, the Lagrange function is:
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Compute the partial derivatives and set them equal to zero:
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Solve the system of equations:
From the third equation:
Substitute into the first and second equations:
Simplify these equations:
Set the two expressions for equal to each other:
Substitute back into the constraint equation to find :
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Verify the solution:
Substitute and back into the original function :
Therefore, the minimum value of the function subject to the constraint is 612.
Would you like any more details or have any questions?
Here are some related questions you might find interesting:
- How do Lagrange multipliers work in three variables?
- Can Lagrange multipliers be used for inequality constraints?
- How can we verify if the critical point found is a minimum or maximum?
- What are some real-life applications of Lagrange multipliers?
- How does the method of Lagrange multipliers compare to other optimization methods?
Tip: When dealing with optimization problems, it's crucial to carefully check the constraint conditions and ensure that the critical points satisfy these constraints.
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Math Problem Analysis
Mathematical Concepts
Optimization
Lagrange multipliers
Formulas
Lagrange function
Theorems
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Suitable Grade Level
Advanced undergraduate level
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