Math Problem Statement

Given the equations lnx+ln2 and yz=4, find the minimum value of (x-y)^2 + (z-2)^2

Solution

To find the minimum value of (xy)2+(z2)2(x-y)^2 + (z-2)^2, given the equations:

  1. lnx+ln2=ln(2x)\ln x + \ln 2 = \ln(2x)
  2. yz=4yz = 4

We proceed as follows:


Step 1: Rewrite the equations for clarity

  • lnx+ln2=ln(2x)\ln x + \ln 2 = \ln(2x) implies x>0x > 0.
  • yz=4yz = 4 implies y>0y > 0 and z>0z > 0.

Step 2: Define the expression to minimize

The expression to minimize is: f(x,y,z)=(xy)2+(z2)2f(x, y, z) = (x-y)^2 + (z-2)^2


Step 3: Solve for zz in terms of yy

From yz=4yz = 4, we have: z=4yz = \frac{4}{y}

Substituting z=4yz = \frac{4}{y} into f(x,y,z)f(x, y, z): f(x,y,z)=(xy)2+(4y2)2f(x, y, z) = (x-y)^2 + \left(\frac{4}{y} - 2\right)^2


Step 4: Minimize the expression

  1. Substitute x=12x = \frac{1}{2} (since 2x>02x > 0 for the logarithmic term):

    • From ln(2x)\ln(2x), we know x=12x = \frac{1}{2}.
  2. Plug x=12x = \frac{1}{2} into f(x,y,z)f(x, y, z): f(12,y,z)=(12y)2+(4y2)2f\left(\frac{1}{2}, y, z\right) = \left(\frac{1}{2} - y\right)^2 + \left(\frac{4}{y} - 2\right)^2

  3. Simplify the expression: f(12,y)=(12y)2+(4y2)2f\left(\frac{1}{2}, y\right) = \left(\frac{1}{2} - y\right)^2 + \left(\frac{4}{y} - 2\right)^2

  4. Minimize ff with respect to yy: Take the derivative of ff with respect to yy and set it to 0: f(y)=2(12y)(1)+2(4y2)(4y2)f'(y) = 2\left(\frac{1}{2} - y\right)(-1) + 2\left(\frac{4}{y} - 2\right)\left(-\frac{4}{y^2}\right) Simplify the derivative: f(y)=2(12y)8y3(4y2)f'(y) = -2\left(\frac{1}{2} - y\right) - \frac{8}{y^3}\left(\frac{4}{y} - 2\right)

    Setting f(y)=0f'(y) = 0, solve for yy numerically or symbolically.


Step 5: Verify the minimum

Once yy is found, substitute back into z=4yz = \frac{4}{y} and x=12x = \frac{1}{2} to compute (xy)2+(z2)2(x-y)^2 + (z-2)^2.


Conclusion

The exact values depend on solving the derivative numerically or symbolically. The process minimizes (xy)2+(z2)2(x-y)^2 + (z-2)^2 systematically.

Would you like a numerical solution or further explanation?


Questions to Explore Further:

  1. How is the derivative used in optimization problems?
  2. What are the conditions for a global minimum in such problems?
  3. Why does x=12x = \frac{1}{2} satisfy ln(2x)\ln(2x)?
  4. How can symmetry help in minimizing quadratic expressions?
  5. What tools can numerically solve non-linear equations?

Tip: For logarithmic equations, remember that combining terms using properties like ln(ab)=lna+lnb\ln(ab) = \ln a + \ln b can simplify the problem significantly.

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Math Problem Analysis

Mathematical Concepts

Logarithms
Algebra
Optimization

Formulas

ln(ab) = ln(a) + ln(b)
yz = 4
f(x, y, z) = (x-y)^2 + (z-2)^2

Theorems

Optimization using derivatives

Suitable Grade Level

Undergraduate