Multivariable Calculus: Finding the minimum and maximum value

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SUMMARY

The discussion focuses on finding the maximum and minimum values of the function f(x,y) = xy(x + 2y - 6) within the region defined by the hyperbola xy = 4 and the line x + 2y - 6 = 0. The critical points identified include (2,2), (4,1), and (2√2, 2/√2), with the latter point being missed when applying the Lagrange multipliers method incorrectly. The correct approach involves using Lagrange multipliers separately for each constraint or substituting the constraints directly into the function to simplify the problem.

PREREQUISITES
  • Understanding of multivariable calculus concepts, specifically Lagrange multipliers.
  • Familiarity with hyperbolas and linear equations in two dimensions.
  • Ability to identify and analyze critical points of functions.
  • Knowledge of substitution methods in calculus for simplifying functions.
NEXT STEPS
  • Study the application of Lagrange multipliers with multiple constraints in multivariable calculus.
  • Learn about substitution techniques for simplifying functions in optimization problems.
  • Explore the properties of hyperbolas and their intersections with linear equations.
  • Practice finding critical points of multivariable functions using different methods.
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Students and educators in multivariable calculus, mathematicians focusing on optimization problems, and anyone seeking to deepen their understanding of critical point analysis in constrained optimization scenarios.

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Homework Statement


Given f(x,y) = xy(x+2y-6), let D be the region in the plane between the hyperbola xy = 4 (let this be g) and the line x+2y-6 = 0 (let this be h). Find the maximum and minimum values of f(x,y) on D.

The Attempt at a Solution


I first found the critical points for f(x,y) and it turns out that none of them are in this region. Then I used lagrange to find the critical points on the boundary:
https://dl.dropbox.com/u/64325990/Photobook/Photo%202012-06-11%207%2026%2054%20PM.jpg

Solving this by hand and also confirming with wolfram I get the critical points (2,2) and (4,1). HOWEVER according to the answer key, there is one more critical point at (2√2,2/√2). They did this by solving the boundary case for xy=4 in between the regions 2 and 4 as shown here:
https://dl.dropbox.com/u/64325990/Capture.PNG

I am wondering why the Lagrange method I used did not give me (2√2,2/√2) as well?
 
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You are using the Lagrange method that applies when you have two simultaneous constraints. So you are looking for the "critical points" that happen at the intersection of your hyperbola and your line.

You need to use Lagrange with one constraint at a time. Notice that the critical point you missed lies on the hyperbola but not the line. Or you could use substitution and reduce to a calc 1 problem, but that is up to you.
 
In other words, you can use Lagrange multipliers to find max and min values on xy= 4, then use a different Lagrange multiplier calculation to find max and min values on x+ 2y- 6= 0.

Or, you could simply put the "conditions" into the function itself. On xy= 4, y= 4/x so f(x,y)= xy(x+ 2y- 6)= 4(x+ 4/x- 6). On x+ 2y- 6= 0, it is even easier: f(x,y)= xy(0)= 0 for all x.
 

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