Mathematics in Economics Lecture 3 Mgr. Jiří Mazurek, Ph.D. Mathematics in Economics/PMAT Function properties Function properties In this lecture we will examine the basic function properties. Monotonicity: A function y = f(x) is called increasing on the interval J = (a,b) if: Also, a function y = f(x) is increasing if f´(x) is positive on J. Decreasing function is defined analogically. Extrema: A function y = f(x) has a local maximum at the point a if on some neighborhood of a the value f(a) is the highest. A minimum is defined analogically. 1. Function properties Function properties To find extremes of a function y = f(x), a first derivative test can be used: if a function has an extreme at a point a, and the derivative f´(a) exists, then f´(a) = 0. However, contrary is not true. Also, extremes might be at points where f´(x) does not exist, see the picture below: 1. graf09 Function properties Function properties 1. The function y = f(x) is said to be even, if f (x) = f(-x) for all x. Geometrically speaking, a function is even when its graph is symmetrical with regard to the axis y. The function y = f(x) is said to be odd, if f (x) = -f(-x) for all x. Geometrically speaking, a function is odd when its graph is symmetrical with regard to the point 0. The function y = f(x) is said to be bounded from above, if all values f(x) are lower than some real number H. The function y = f(x) is said to be bounded from below, if all values f(x) are higher than some real number L. If a function is bounded from above and from below, it is called bounded. Function properties Function properties 1. A function y = f(x) is called periodical if there exists real p such that f(x) = f(x+np) for all n. The p is called a period. Typical periodical functions are goniometric functions. A function y = f(x) is called convex on the interval J, if f´´(x) > 0 for all x from J. (It has a shape of a valley) A function y = f(x) is called concave on the interval J, if f´´(x) < 0 for all x from J. (It has a shape of a hill). See the next slide. Points at which the second derivative changes its sign are called inflection points. Function properties Convex and concave functions 1. Function properties A usual procedure 1. When examining function properties, we usually follow the following structure: 1. Domain, odd/even, periodicity. 2. Limits at discontinuities and infinity. 3. Intersections with x and y axes. 4. The first derivative, its roots. 5. Extremes and monotonicity. 6. The second derivative and its roots. 7. Concave/convex intervals, inflection points 8. Asymptoties 9. Range. 10. A graph. Function properties Solved problem 1 1. Find the properties of the function . We will follow the steps from the previous slide. 1.The domain: because the function is polynomial, D(f) = R. Checking odd/even function requirements: the function is nor even, nor odd. Also, it is not periodical. 2. Limits in infinity: Function properties Solved problem 1 - cont. 1. 3. Intersections with axes: Let x = 0, then y = 0. We have the first intercept [0,0]. Let y = 0, then From the last equality we obtain two roots: x = 0 and x = 3. Therefore, we attain two intercepts with the axis x: [0,0] and [3,0]. The first intercept is the same as for axis y. 4. The first derivative: = 0. The roots of this quadratic equality are x = 1 and x = 3. These points are called stationary points and might be Maximum, minimum or inflection point. Function properties Solved problem 1 - cont. 1. 5. Extremes: by checking the signs of the first derivative (see the picture below) We find that for x = 1 the function has its local maximum, and x = 3 is a local minimum. (Also, we could applied the second derivative test). graf40 Monotonicity: from the picture above we see that the function is decreasing in (1,3) interval, and increasing elsewhere. Function properties Solved problem 1 - cont. 1. 6. The second derivative: = 0. The root: x = 2. In this point an inflection point could be. 7. We check whether the sign of the second derivative changes in 2: yes, so we have the inflection point (see the picture below). graf41 From the picture, intervals of convexity and concavity are clear. Function properties Solved problem 1 - cont. 1. 8. Asymptotes: asymptote is a line such that the distance between the curve and the line approaches zero as they tend to infinity. They can be vertical, horizontal or oblique. In our case there is no horizontal or vertical asymptote. However, we can check an oblique asymptote y = ax + b: If the result is not a real number, the asymptote does not exist. 9. Range of the function: D(f) = R. Function properties Solved problem 1 - end 1. graf10 10. The graph: Function properties Solved problem 2 1. Find extremes of the function Solution: we compute the first derivative and its roots: The root is x = -1, it is the only stationary point. The nature of this point can be checked by sign of the derivative at both intervals on the left and right to -1. Because the derivative changes its sign from minus to plus, the point x = -1 is a local minimum. Function properties Solved problem 3 1. Find asymptotes of the function . Solution: a vertical asymptote is determined from the domain of a function. In our case, x cannot be 1, therefore there exists the vertical asymptote x = 1. A horizontal asymptote can be considered a special case of an oblique asymptote, so we can skip it for a while. The oblique asymptote y = ax + b: Function properties Solved problem 3 – cont. 1. graf11 The graph of the function . Function properties Solved problem 4 Find extremes of the production function . Draw its graph. Solution: The first derivative is , we find roots of the first derivative: L = 0 and L = 1. By the use of the second derivative, or by checking signs of the first derivative, we obtain that L = 0 is a local minimum and L = 1 is a local maximum. Therefore, the highest (optimal) production is achieved when L = 1. The graph is provided on the next slide. 1. Function properties Solved problem 4 – cont. 1. graf 44b Function properties Solved problem 5 1. Find extremes and draw the graph of the function: Solution: First, we compute the first derivative: As can be seen, the roots of the equation y´ = 0 are x = 0 and x = 2. By checking the signs we obtain: x = 0 is a local minimum and x = 2 is a local maximum. Function properties Solved problem 5 – cont. 1. graf14 Function properties Problems to solve 1 (Assignment 4) 1. Find all properties of the function . Hint: Obr1 Function properties Problems to solve 2 (Assignment 4) 1. Find all properties of the function . Hint: Obr2 Function properties Problems to solve 3 (Assignment 5) 1. Find extremes of the following functions: Function properties Problems to solve 3 (Assignment 5) 1. Find the maximum of total revenue function . Find the minimum of total cost function: . Find the maximum of the profit function: . Find the maximum of total revenue function: . Function properties Thank you for your attention! 1.