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Homework Help Overview

The discussion revolves around finding the maximum value of a function defined on a closed, bounded region, specifically within the square [0, 2] x [0, 2]. Participants are exploring the implications of boundary conditions and critical points in relation to constrained optimization.

Discussion Character

  • Exploratory, Assumption checking, Conceptual clarification

Approaches and Questions Raised

  • Participants have attempted to analyze the function's behavior at the boundaries and have raised questions about the implications of local versus global extrema. There is a focus on understanding how to apply derivative tests and the significance of stationary points.

Discussion Status

The discussion includes various interpretations of the problem, with some participants providing guidance on checking boundaries and others questioning the clarity of the explanations given. There is an ongoing exploration of the relationship between local minima and global maxima within the context of the defined region.

Contextual Notes

Some participants express confusion regarding the definitions and implications of local and global extrema, particularly in relation to the constraints of the problem. The discussion reflects a need for clarity on the conditions under which maximum values can be identified.

Kamo123
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Hello

This is what I have attempted so far. But now I'm at utter loss at how to calculate the rest Can you help? Thanks in advance.
 

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Kamo123 said:
Hello

This is what I have attempted so far. But now I'm at utter loss at how to calculate the rest Can you help? Thanks in advance.
Your function is defined on a closed, bounded region. Check the four boundaries for the maximum value.
 
Mark44 said:
Your function is defined on a closed, bounded region. Check the four boundaries for the maximum value.
What does that mean? Could you explain more explicitly?
 
Kamo123 said:
What does that mean? Could you explain more explicitly?
Your function is defined on the square [0, 2] X [0, 2]. Along each of the four sides of this square your function simplifies to a single-variable function. For example, on the lower edge of the square, y = 0 and x varies from 0 to 2. So f(x, y) = f(x, 0). This is a function of x alone. Any maximum value will occur where the derivative is zero or at an endpoint of this edge.

Do something similar for each of the four edges.
 
Kamo123 said:
Hello

This is what I have attempted so far. But now I'm at utter loss at how to calculate the rest Can you help? Thanks in advance.

You say that (1/4,1) is a local minimum. It is a lot more than that: it is the global minimum in the entire plane ##\mathbb{R}^2##; and because the point (1/4,1) is feasible (satisfies all the constraints) it is the overall minimum in your constrained problem. Because (1/4,1) is the only stationary point of f(x,y), no interior point (with strict inequalities 0 < x < 2 and 0 < y < 2) can possible be a maximum, local or otherwise. Therefore, as Mark44 has suggested, you need to look along the boundary lines x = ± 2 and/or y = ± 2 in order to locate a constrained maximum.
 

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