11. Homogeneous functions Faculty of Economics and Business
University of Zagreb
11.1 Homogeneous functions ¶ We say that a function f ( x 1 , … , x n ) f(x_1, \dots, x_n) f ( x 1 , … , x n ) is homogeneous if
f ( λ x 1 , … , λ x n ) = λ α ⋅ f ( x 1 , … , x n ) , f(\lambda x_1, \dots, \lambda x_n) = \lambda^\alpha \cdot f(x_1, \dots, x_n), f ( λ x 1 , … , λ x n ) = λ α ⋅ f ( x 1 , … , x n ) , where α ∈ R \alpha \in \mathbb{R} α ∈ R is some number, which we call degree of homogeneity.
Interpretation of the degree of homogeneity is that if all variables increase by 1 % , 1\%, 1% , then the function f f f will change its value by approximately α % . \alpha \%. α %.
Check whether or not the function f ( x , y ) = x 2 + 2 x y + 3 y 2 \displaystyle f(x,y) = x^2 + 2xy + 3y^2 f ( x , y ) = x 2 + 2 x y + 3 y 2 is homogeneous.
Check whether or not the function f ( x , y , z ) = 2 x ⋅ ln ( z y ) \displaystyle f(x,y,z) = 2x \cdot \ln\left(\frac{z}{y}\right) f ( x , y , z ) = 2 x ⋅ ln ( y z ) is homogeneous.
The Cobb-Douglas production function is given as
Q ( L , K ) = c L a K b , Q(L,K) = c L^a K^b, Q ( L , K ) = c L a K b , where a , b , c a,b,c a , b , c are just some constants. Check whether or not the Cobb-Douglas production function is homogeneous.
Let the Cobb-Douglas function be given as
Q ( L , K ) = 0.2 L 0.3 K 0.6 . Q(L,K) = 0.2 L^{0.3} K^{0.6}. Q ( L , K ) = 0.2 L 0.3 K 0.6 . If both variables L , K L,K L , K increase by 5 % , 5\%, 5% , by how much will the production function Q Q Q change its value?
Let f ( x , y ) = x ⋅ x 4 + 5 x 2 y 2 + 4 y 4 2 x + y 3 . \displaystyle f(x,y) = x \cdot \sqrt[3]{\frac{x^4 + 5x^2y^2+4y^4}{2x+y}}. f ( x , y ) = x ⋅ 3 2 x + y x 4 + 5 x 2 y 2 + 4 y 4 .
For how many percent will the value of the function f f f change is both of the variables x , y x,y x , y decrease by 7 % ? 7\%? 7% ?
11.2 Partial elasticities ¶ Let f ( x , y ) f(x,y) f ( x , y ) be a given function. Partial elasticity of the function f with respect to the variable x is given by
E f , x = x f ⋅ f x . E_{f,x} = \frac{x}{f} \cdot f_x. E f , x = f x ⋅ f x . Analogously, partial elasticity of the function f with respect to the variable y is given by
E f , y = y f ⋅ f y . E_{f,y} = \frac{y}{f} \cdot f_y. E f , y = f y ⋅ f y . Interpretation of the partial elasticities is the same as it was in the case of functions of one variable - for example, if the variable x x x increases by 1 % 1\% 1% and the value of y y y remains the same, then the value of the function f f f changes by approximately ∣ E f , x ∣ % . \lvert E_{f,x} \rvert \%. ∣ E f , x ∣ %.
As we’ll see in the following problems, partial elasticities have an important economic application.
The market with two goods, where each one of them has its own price, demand and elasticity.
We will be refering to the elasticities E q 1 , p 2 E_{q_1, p_2} E q 1 , p 2 and E q 2 , p 1 E_{q_2, p_1} E q 2 , p 1 as cross-price elasticities, as they tell us what happens to the demand of one good if the price of another good increases. On the other hand, we will be reffering to the elasticities E q 1 , p 1 E_{q_1, p_1} E q 1 , p 1 and E q 2 , p 2 E_{q_2, p_2} E q 2 , p 2 simply as price elasticities, since they only tell us what happens to the demand of a good if its own price increases.
Based on the value of the cross-price elasticities, we have the following categorization of goods on a market:
if E q 2 , p 1 > 0 , \displaystyle E_{q_2, p_1} > 0, E q 2 , p 1 > 0 , then the goods are substitutes
if E q 2 , p 1 < 0 , E_{q_2, p_1} < 0, E q 2 , p 1 < 0 , then the goods are complements
There are two goods A A A and B B B on the market, whose prices are p 1 , p 2 p_1, p_2 p 1 , p 2 respectively. The demand for one of those goods is given by
q ( p 1 , p 2 ) = 1 2 p 1 2 + 5 p 2 . q(p_1, p_2) = \frac{1}{2}p_1^2 + \frac{5}{p_2}. q ( p 1 , p 2 ) = 2 1 p 1 2 + p 2 5 . Find the coefficients of price and cross-price elastiticities at p 1 = 1 , p 2 = 2. p_1 = 1, p_2 = 2. p 1 = 1 , p 2 = 2. Are these two goods substitutes or complements?
11.3 Euler’s Theorem ¶ In this section, we are going to see what is the relationship between homogeneous functions and partial elasticities.
Let f ( x 1 , … , x n ) f(x_1, \dots, x_n) f ( x 1 , … , x n ) be a given function.
If the function f f f is a homogeneous function with degree α , \alpha, α , then
x 1 f x 1 + ⋯ + x n f x n = α f . x_1 f_{x_1} + \dots + x_n f_{x_n} = \alpha f. x 1 f x 1 + ⋯ + x n f x n = α f . Notice that the equation in Euler’s Theorem is equivalent to
E f , x 1 + ⋯ + E f , x n = α . E_{f, x_1} + \dots + E_{f,x_n} = \alpha. E f , x 1 + ⋯ + E f , x n = α . Let f ( x , y ) = y 3 x 2 ln ( x ( y − x ) y 2 ) . \displaystyle f(x,y) = \frac{y^3}{x^2} \ln \left(\frac{x(y-x)}{y^2}\right). f ( x , y ) = x 2 y 3 ln ( y 2 x ( y − x ) ) . Compute x f x + y f y . \displaystyle x f_x + y f_y. x f x + y f y .