Math Problem Statement
If xyz = 8, find the value of x,y for which u = 5xyz/(x+2y+4z) is maximum
Solution
To maximize given the constraint , we use techniques from optimization, such as Lagrange multipliers.
Step 1: Problem Setup
Define: The goal is to maximize subject to .
Step 2: Lagrange Multiplier Conditions
Introduce a Lagrange multiplier and solve:
- The gradient of is:
- The gradient of is:
Equating , we obtain:
Step 3: Simplify and Solve
From symmetry, assume for simplicity. Then implies: Thus, .
Step 4: Verify the Solution
Substitute into :
Final Answer:
The value of is maximized at , , , and .
Would you like detailed derivations of specific steps or further clarifications?
Follow-Up Questions:
- Can we maximize for other values if are not symmetric?
- How does the choice of method (Lagrange multipliers) affect the solution?
- What happens if the constraint changes?
- Are there numerical methods to verify the solution computationally?
- Why does symmetry simplify the optimization problem here?
Tip:
Symmetry in constraints often simplifies optimization problems significantly, so test symmetric solutions first when applicable!
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Math Problem Analysis
Mathematical Concepts
Optimization
Multivariable Calculus
Lagrange Multipliers
Formulas
u = 5xyz / (x + 2y + 4z)
xyz = 8
Theorems
Lagrange Multiplier Theorem
Suitable Grade Level
Grades 11-12
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