Problem 15
Question
In Exercises 13 through 16, prove that \(\lim _{(x, y) \rightarrow(0,0)} f(x, y)\) exists. \(f(x, y)= \begin{cases}(x+y) \sin \frac{1}{x} \sin \frac{1}{y} & \text { if } x \neq 0 \text { and } y \neq 0 \\ 0 & \text { if either } x=0 \text { or } y=0\end{cases}\)
Step-by-Step Solution
Verified Answer
The limit exists and is 0.
1Step 1: Identify the Function Behavior
Examine the given function behavior. For points where either x or y is 0, the function value is directly given as 0, i.e., \(f(x, y)=0\) if \(x=0\) or \(y=0\).
2Step 2: Evaluate along the x-axis and y-axis
Along the x-axis (\(y=0\)) and the y-axis (\(x=0\)), \(f(x, y)=0\). Thus \(\lim _{(x, y) \rightarrow (0, 0)} f(x, y) = 0\) along these axis.
3Step 3: Simplify Function for x,y ≠ 0
For \(x eq 0\) and \(y eq 0\): \(f(x, y) = (x+y) \sin \frac{1}{x} \sin \frac{1}{y}\). Here, examine the possible bounds for the function.
4Step 4: Bounding the Sine Function
Noting that \(|\sin \frac{1}{x}| \leq 1\) and \(|\sin \frac{1}{y}| \leq 1\), we can bound: \(|f(x, y)| = |x+y| |\sin \frac{1}{x}| |\sin \frac{1}{y}| \leq |x+y|\).
5Step 5: Limit of the Bound Function
As \((x,y) \rightarrow (0,0)\), the expression \(|x+y| \rightarrow 0\). Therefore, \(|f(x, y)| \leq |x+y| \rightarrow 0\).
6Step 6: Conclusion
Since for all paths leading to \((0,0)\), \(|f(x,y)|\) approaches \(0\), we conclude that \(\lim _{(x, y) \rightarrow(0,0)} f(x, y) = 0\) and exists.
Key Concepts
epsilon-delta definitionbounding functionssine function behaviorpath independence in limits
epsilon-delta definition
To understand the multivariable limit, we need to first grasp the \(\epsilon-\delta\) definition. This definition provides a rigorous way to define limits. For a function \(f(x,y)\) to have a limit \(L\) at a point \((a, b)\), it must satisfy the following condition: For any positive number \(\epsilon\), however small, there exists a corresponding positive number \(\delta\) such that for all \((x, y)\) within the distance \(\delta\) from \((a, b)\), \(f(x, y)\) is within the distance \(\epsilon\) from \(L\).
Mathematically, this is expressed as:
For every \(\epsilon > 0\), there exists \(\delta > 0\) such that if \(0 < \sqrt{(x - a)^2 + (y - b)^2} < \delta\), then \(|f(x, y) - L| < \epsilon\).
This definition ensures that by making \((x, y)\) sufficiently close to \((a, b)\), the function values can be made arbitrarily close to \(L\).
Mathematically, this is expressed as:
For every \(\epsilon > 0\), there exists \(\delta > 0\) such that if \(0 < \sqrt{(x - a)^2 + (y - b)^2} < \delta\), then \(|f(x, y) - L| < \epsilon\).
This definition ensures that by making \((x, y)\) sufficiently close to \((a, b)\), the function values can be made arbitrarily close to \(L\).
bounding functions
Bounding functions help simplify complicated functions by providing an envelope within which the function's values lie. This is particularly useful when dealing with trigonometric functions like sine and cosine.
For the given function \(f(x, y) = (x+y) \, \sin \frac{1}{x} \sin \frac{1}{y}\), we notice that \(|\sin \frac{1}{x}|\) and \(|\sin \frac{1}{y}|\) are bounded by 1 since the sine function oscillates between -1 and 1.
Therefore, we can simplify things by noting that:
\(|f(x, y)| = |x+y| \, |\sin \frac{1}{x}| \, |\sin \frac{1}{y}| \, \leq |x+y|\).
By bounding the function this way, we can more easily determine the behavior of \(f(x, y)\) as \((x, y)\) approaches \((0, 0)\).
For the given function \(f(x, y) = (x+y) \, \sin \frac{1}{x} \sin \frac{1}{y}\), we notice that \(|\sin \frac{1}{x}|\) and \(|\sin \frac{1}{y}|\) are bounded by 1 since the sine function oscillates between -1 and 1.
Therefore, we can simplify things by noting that:
\(|f(x, y)| = |x+y| \, |\sin \frac{1}{x}| \, |\sin \frac{1}{y}| \, \leq |x+y|\).
By bounding the function this way, we can more easily determine the behavior of \(f(x, y)\) as \((x, y)\) approaches \((0, 0)\).
sine function behavior
Understanding the sine function is crucial to analyzing our given function. The sine function, \(\sin \theta\), oscillates between -1 and 1 for all real numbers \(\theta\). This implies that:
\(-1 \leq \sin \frac{1}{x} \leq 1\) and \(-1 \leq \sin \frac{1}{y} \leq 1\).
This periodic and bounded nature of the sine function allows us to place limits on the product of sines involved in our function.
When dealing with multivariable limits, particularly those involving trigonometric functions, this bounded behavior is beneficial. It helps in simplifying complex expressions and determining possible bounds, leading to a clearer understanding of the limit.
\(-1 \leq \sin \frac{1}{x} \leq 1\) and \(-1 \leq \sin \frac{1}{y} \leq 1\).
This periodic and bounded nature of the sine function allows us to place limits on the product of sines involved in our function.
When dealing with multivariable limits, particularly those involving trigonometric functions, this bounded behavior is beneficial. It helps in simplifying complex expressions and determining possible bounds, leading to a clearer understanding of the limit.
path independence in limits
Path independence is an essential concept in multivariable calculus. It ensures that the limit of a function as its variables approach a point is the same regardless of the path taken. For the limit \(\lim _{(x, y) \rightarrow (0, 0)} f(x, y)\) to exist, it must be path-independent.
We can test path independence by examining different paths, such as along the x-axis (\(y = 0\)), y-axis (\(x = 0\)), and linear paths (like \(x = y\)).
In the exercise, we examined:
By bounding the function and noting the behavior of the sine function, we finally concluded that \(\lim _{(x, y) \rightarrow (0, 0)} |f(x, y)| \leq |x + y| \rightarrow 0\).
This path-independence assures us the limit exists and is 0.
We can test path independence by examining different paths, such as along the x-axis (\(y = 0\)), y-axis (\(x = 0\)), and linear paths (like \(x = y\)).
In the exercise, we examined:
- Along the x-axis: \(f(x, 0) = 0\)
- Along the y-axis: \(f(0, y) = 0\)
By bounding the function and noting the behavior of the sine function, we finally concluded that \(\lim _{(x, y) \rightarrow (0, 0)} |f(x, y)| \leq |x + y| \rightarrow 0\).
This path-independence assures us the limit exists and is 0.
Other exercises in this chapter
Problem 15
In Exercises 15 through 18 , find the total derivative \(d u / d t\) by using the chain rule; do not express \(u\) as a function of \(t\) before, differentiatin
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In Exercises 15 through 18 , find the total derivative \(d u / d t\) by using the chain rule; do not express \(u\) as a function of \(t\) before differentiating
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