Math Problem Statement
Solution
This problem involves using Lagrange multipliers to minimize the distance from the origin to a surface defined by the constraint . Let’s solve step by step:
Step 1: Define the objective function
The distance from the origin to any point is given by: To simplify, we minimize the square of the distance:
Step 2: Define the constraint
The constraint is given as:
Step 3: Apply the method of Lagrange multipliers
We solve , where is the Lagrange multiplier.
Gradients:
- ,
- .
Lagrange system:
Step 4: Solve the equations
-
From , we get:
-
From , we get:
-
From , we get:
Combining results:
-
If , substituting into the constraint , we get: Substitute into to find the minimal points.
-
If , then , leading to relationships between .
Step 5: Solve for points
Substitute values and verify solutions that minimize or maximize the distance, and select the smallest -value and largest -value cases.
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Math Problem Analysis
Mathematical Concepts
Lagrange Multipliers
Optimization
Distance Minimization
Constraints
Formulas
D = √(x^2 + y^2 + z^2)
f(x, y, z) = x^2 + y^2 + z^2
g(x, y, z) = y^2 - 81 - xz = 0
∇f = λ ∇g
Theorems
Method of Lagrange Multipliers
Suitable Grade Level
College/University (Advanced Calculus or Optimization)
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