Math Problem Statement
u = xy where (x/2 + y/3 = 1) find the maxima and minima
Solution
To find the maxima and minima of , subject to the constraint , we use Lagrange multipliers.
Steps:
- Define the objective function and the constraint .
- Set up the Lagrange function:
- Compute the partial derivatives of and solve the system of equations:
Step-by-step solution:
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From , we get:
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From , we get:
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Equate the two expressions for :
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Substitute into the constraint equation: Simplify:
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Using , substitute into :
Results:
- The point is .
- The value of .
- Since there is only one critical point and the constraint defines a boundary, this is the maximum value of . The minimum is when or is zero (but only on the boundary of the feasible region).
Do you want me to provide a detailed graph or additional explanation?
Here are 5 related questions for further exploration:
- Can we solve this problem using substitution instead of Lagrange multipliers?
- What happens to if the constraint changes to ?
- How does the value of change if and are restricted to integers?
- Can we apply Lagrange multipliers to maximize under the same constraint?
- What geometric insights can we gain from plotting and the constraint?
Tip: Always ensure that all critical points satisfy the constraint before determining maxima or minima!
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Math Problem Analysis
Mathematical Concepts
Lagrange Multipliers
Optimization
Constraints in Algebra
Formulas
Lagrange Function: 𝓛(x, y, λ) = xy + λ( x/2 + y/3 - 1 )
Partial Derivatives: ∂𝓛/∂x = 0, ∂𝓛/∂y = 0, ∂𝓛/∂λ = 0
Constraint Equation: x/2 + y/3 = 1
Theorems
Lagrange Multiplier Theorem
Suitable Grade Level
Grades 11-12 and College-Level Calculus
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