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Determining if a Function Is Homogeneous In Exercises \(69-76,\) determine whether the function is homogeneous, and if it is, determine its degree. A function \(f(x, y)\) is homogeneous of degree \(n\) if \(f(x, t y)=t^{n} f(x, y) .\) $$f(x, y)=2 \ln \frac{x}{y}$$

Short Answer

Expert verified
The function \(f(x,y)=2 \ln \frac{x}{y}\) is homogeneous of degree 1.

Step by step solution

01

Identify the Function and Apply the Definition

The given function is \(f(x, y)=2 \ln \frac{x}{y}\). We can apply the definition to find \(f(tx,ty)\) which should be \(t^n f(x,y)\) if the function is homogeneous of degree \(n\).
02

Calculate \(f(tx,ty)\)

Let's calculate \(f(tx, ty)\) by simply replacing \(x\) with \(tx\) and \(y\) with \(ty\) in the given function, yielding;\(f(tx, ty)=2 \ln \frac{tx}{ty}=2 \ln (t\frac{x}{y}) = 2 \ln t + 2 \ln \frac{x}{y}\).
03

Compare \(f(tx,ty)\) to \(t^n f(x,y)\)

The calculated expression for \(f(tx, ty)\) can be written as \(2t \ln t f(x,y)\) and compared with \(t^n f(x,y)\). The exponent of \(t\) in \(f(tx, ty)\) indicates the degree of homogeneity. Note that the degree of homogeneity does not depend on \(t\) itself, but rather on the power that it is raised to, which can be a fraction or a whole number.
04

Determine the Degree of Homogeneity

Comparing the two expressions indicates that the degree of homogeneity is 1. This is because the power of \(t\) in \(2t \ln t f(x,y)\) is equal to one when considered with reference to \(f(x,y)\).

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Calculus
Calculus is a branch of mathematics focused on limits, functions, derivatives, integrals, and infinite series. It's foundational for high-level mathematics and is widely applied across science, economics, and engineering.

Understanding how functions behave and change is a key aspect of calculus. It allows us to describe and analyze motion, growth, and other dynamic processes systematically. When it comes to functions of multiple variables like in our example with the function \(f(x, y)=2 \ln \frac{x}{y}\), calculus gives us the tools to investigate how changes in one variable affect another which is essential in studying the relations within complex systems.
Degree of Homogeneity
The degree of homogeneity plays an integral role in economics, physics, and other fields as it describes how a function reacts to changes in scale. When a function \(f(x, y)\) is called homogeneous, it means that for any scalar multiple \(t\), the function can be expressed as \(t^n f(x, y)\) for some real number \(n\), which is the degree of homogeneity.

In the example exercise, the function \(f(x, y)=2 \ln \frac{x}{y}\) was examined to see if it is homogeneous by scaling both variables by \(t\) and observing how the function as a whole is scaled. This concept is crucial when modeling economies of scale in production processes, characteristics of physical systems, and in various mathematical theories where proportional growth needs to be characterized.
Logarithmic Functions
Logarithmic functions are the inverse of exponential functions and play a vital role in various fields of science and engineering. With the formula \(\ln(x)\) representing the natural logarithm of \(x\), we see these functions helping in the measurement of sound intensity, in algorithms complexity in computer science, and understanding phenomena that grow exponentially like population growth.

In the exercise's context, the natural logarithm is used as part of the function \(f(x, y)\). Calculating \(f(tx, ty)\) involved the properties of logarithms, namely that \(\ln(ab) = \ln(a) + \ln(b)\), which allowed us to separate the terms involving \(t\) when looking for the degree of homogeneity. This is a crucial step in solving such problems and is directly linked with an understanding of logarithmic functions.
Higher Mathematics
Higher Mathematics encompasses advanced mathematical topics that go beyond basic algebra and geometry, such as calculus, linear algebra, abstract algebra, and topology. It forms the basis for complex theoretical frameworks and practical applications in modern technology, scientific research, and more.

When delving into advanced problems like determining if a function is homogeneous, principles from higher mathematics come into play. These problems often require a deep understanding of how different mathematical concepts interact with one another. The exercise presented demonstrates this as it mixes concepts like homogeneity, calculus, and the properties of logarithms to determine a solution, reflecting the interconnected nature of higher mathematical studies.

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