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In economics, a production function reflects the relationship between input quantities and the output produced. The Cobb-Douglas production function is one of the most widely known mathematical models. It's characterized by its formula:

• \(Q = c L^a K^b\): Where \(Q\) represents the total output, \(L\) the input of labor, \(K\) the input of capital, and \(c\), \(a\), and \(b\) are constants with \(a + b = 1\) for constant returns to scale.

This function typically features diminishing marginal returns for inputs, meaning each additional unit of input contributes less to output than the previous unit did.
In our exercise, we have specific values: \(Q = 1280\), \(a = \frac{1}{3}\), \(b = \frac{2}{3}\), and \(c = 40\). Understanding this function helps predict how variations in labor and capital affect output.

Differentiation is a mathematical process used to find the rate at which one variable changes relative to another. In the context of production functions, we use differentiation to determine how changes in labor impact capital or output.
For our Cobb-Douglas function, differentiating helps find the rate of change of capital \(K\) with respect to labor \(L\), represented by \(\frac{dK}{dL}\). This involves applying techniques of calculus to the function and requires an understanding of how to manipulate equations to solve for different variables.
In this exercise, we applied differentiation to the expression for \(K\) derived from the production function to find \(\frac{dK}{dL} = -\frac{1}{2} \left(\frac{1280}{40}\right)^{\frac{3}{2}} L^{-\frac{1}{2}}\). This tells us about the sensitivity of capital in response to changes in labor input.

Constant returns to scale is a concept where increasing all inputs by a certain proportion leads to an equal proportionate increase in output. This property is visible in the Cobb-Douglas function when \(a + b = 1\), creating a linear scaling of inputs to outputs.

• For example, if labor and capital inputs are each doubled, the total output \(Q\) also doubles.

In practice, constant returns to scale are pivotal for analyzing an organization’s ability to expand production without becoming inefficient or overly costly.
In our exercise, the sum of exponents \(a = \frac{1}{3}\) and \(b = \frac{2}{3}\) adds up to 1, confirming the presence of constant returns to scale.

The rate of change in a mathematical sense often describes how one quantity changes in relation to another. For the Cobb-Douglas production function, the rate of change we are interested in is \(\frac{dK}{dL}\), the derivative of capital with respect to labor.

• This measurement indicates how much capital needs to be adjusted for a change in labor while maintaining the same level of output.
• A negative rate, for instance, shows that an increase in labor results in a reduction in capital to keep output constant.

In the specific problem, once evaluated with \(L = 8\) and \(K = 64\), the expression \(\frac{dK}{dL}\) results in -16. This specific value shows that for every unit increase in labor, capital must decrease by 16 units to sustain the production level of 1280.