Chapter 10: Problem 21
Use the definition of continuity to show that $$f(x, y)=2 x^{2}+y^{2}+1$$ is continuous at \((0,0)\).
Short Answer
Expert verified
The function \(f(x, y) = 2x^2 + y^2 + 1\) is continuous at \((0,0)\) by definition of continuity, with \(\delta = \sqrt{\frac{\epsilon}{2}}\) ensuring \(|f(x, y) - 1| < \epsilon\) for every \(\epsilon > 0\).
Step by step solution
01
Understand the Definition of Continuity
A function \(f(x, y)\) is continuous at a point \((a, b)\) if, for any \(\epsilon > 0\), there exists a \(\delta > 0\) such that whenever \(\sqrt{(x - a)^2 + (y - b)^2} < \delta\), it follows that \(|f(x, y) - f(a, b)| < \epsilon\). We need to apply this definition to show continuity at \((0,0)\).
02
Specify Point and Function Value
For our function \(f(x, y) = 2x^2 + y^2 + 1\), and point \((0,0)\), we find that \(f(0,0) = 2(0)^2 + (0)^2 + 1 = 1\). We aim to show that for any \(\epsilon\), where \(|f(x, y) - 1| < \epsilon\), a corresponding \(\delta\) can be found.
03
Simplify the Expression \(|f(x, y) - f(0, 0)|\)
Calculate \(|f(x, y) - 1|\) as follows: \[|2x^2 + y^2 + 1 - 1| = |2x^2 + y^2|\].We need this to be less than \(\epsilon\).
04
Establish a Relationship with Delta
We want \(2x^2 + y^2 < \epsilon\). Suppose we choose \(\delta = \sqrt{\frac{\epsilon}{2}}\), which implies \(\sqrt{x^2 + y^2} < \delta\). Then, since \(2x^2 + y^2 \leq 2(x^2 + y^2)\), we have:\[2x^2 + y^2 < 2(x^2 + y^2) < 2\delta^2 = \epsilon.\]This satisfies the definition of continuity as any point \((x, y)\) within \(\delta\) of \((0, 0)\) ensures \(2x^2 + y^2 < \epsilon\).
05
Verify the Limit
Since for any arbitrary \(\epsilon > 0\), we found a suitable \(\delta = \sqrt{\frac{\epsilon}{2}}\) such that \(|f(x, y) - f(0, 0)| < \epsilon\), the function is continuous at the point \((0,0)\).
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Epsilon-Delta Definition
The epsilon-delta definition is a formal way of expressing continuity at a specific point in calculus. This definition is crucial in understanding how we can ensure that a multivariable function behaves nicely around a given point. The basics of this definition revolve around two parameters:
- \( \epsilon \): Represents any small positive number that describes how close the function's value should be to a particular value.
- \( \delta \): Another small positive value that indicates how close the inputs (in this case, points in the plane) should be to a specific point.
Multivariable Function
Multivariable functions are extensions of regular functions, where instead of just one input, multiple inputs are considered. In the case of the function \( f(x, y) = 2x^2 + y^2 + 1 \) given in the exercise, it takes two inputs \( x \) and \( y \). Such functions map pairs of real numbers to real numbers, resulting in a surface when plotted in a three-dimensional space.
Understanding these functions is important as they model more complex systems than single-variable functions could. Common features of multivariable functions include:
Understanding these functions is important as they model more complex systems than single-variable functions could. Common features of multivariable functions include:
- They can represent physical phenomena like temperature distribution or elevation across land.
- The domain is usually a subset of \( \mathbb{R}^2 \), meaning \( x \) and \( y \) are real numbers.
- The output is often visualized as a surface in three dimensions.
Calculus Proof
A calculus proof often backs mathematical claims by providing a logical and step-by-step reasoning process. In the continuity proof given in the exercise, we aim to show that \( f(x, y) = 2x^2 + y^2 + 1 \) is continuous at \((0, 0)\) by following the epsilon-delta definition.Here’s how the calculus proof proceeds:
- Identify \( f(0, 0) = 1 \).
- Formulate the expression \( |f(x, y) - 1| = |2x^2 + y^2| \).
- Set the condition \( 2x^2 + y^2 < \epsilon \) to ensure the distance between \( f(x, y) \) and \( 1 \) is less than \( \epsilon \).
- Determine \( \delta \) as \( \sqrt{\frac{\epsilon}{2}} \) so that \( \sqrt{x^2 + y^2} < \delta \) implies our condition holds.
Continuity at a Point
Continuity at a point is a fundamental concept in analyzing function behavior. Specifically, for a point \((a, b)\), a function \( f \) is said to be continuous if small changes in the inputs lead to small changes in the output. In mathematical terms, continuity at a point ensures that a function doesn’t have breaks or jumps nearby that point.When considering the function \( f(x, y) = 2x^2 + y^2 + 1 \) around \((0,0)\), we demonstrated that:
- As \((x, y)\) gets arbitrarily close to \((0,0)\), \( f(x, y) \) approaches \( f(0, 0) = 1 \).
- The chosen \( \delta \) accommodates any required proximity \( \epsilon \).
- This relationship confirms the function’s continuity at the specific point of interest.