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22 Instruction: Domain In functions that map real numbers to real numbers, the independent variable represents domain values. In practical terms, the possible values of the independent variable, usually denoted by x, represent the domain. or in set interval notation as Many functions have a domain of all real numbers denoted (−∞, ∞) . Three important functions that we will study do not have a domain of all real numbers. Rational functions, that is, functions with a variable in the denominator of a rational expression like r ( x ) below, often have restrictions on their domain. r ( x) = x +1 x−2 A rational expression with zero as the divisor is undefined. Consequently, r ( x ) has a limited domain since r ( x ) cannot be defined when x = 2. Thus, the domain of r ( x ) in set interval notation is (−∞,2) ∪ (2, ∞). All rational functions have restrictions on their domain. These restrictions correspond to the x-values that render the denominator equal to zero. To find the restrictions on a rational function, set the denominator equal to zero and solve. Similarly, functions with variables in the radicand of a radical with an even index like R ( x ) below sometimes have limited domains: index R ( x) = 4 x radicand The radicand of even roots such as a square root or fourth root must be non-negative to render a real number result. Consequently, R ( x ) has a limited domain since R ( x ) does not exist as real numbers when x < 0. Thus, the domain of R ( x ) in set interval notation is [0, ∞). All functions with independent variables in the radicand of a radical with an even index have restrictions on their domain. These restrictions (x-values that are excluded from the domain) correspond to the x-values that render the radicand negative. To find the domain (included x-values) of a function containing a radical with an even index, set the radicand greater than or equal to zero and solve. Logarithmic functions, which we discuss later in the course, also have restricted domains. Instruction: Range In a function, the dependent variable represents elements in the co-domain. In practical terms, the possible values of the dependent variable, usually denoted by y or f ( x ) , represent the range (the range is always a subset of the co-domain). Determining a function’s range requires some understanding of the function’s behavior. Consider q ( x ) = x 2 . Since every x-value is squared to find the value of q ( x ) , the function never has a negative value. Thus, the range in set interval notation is [0, ∞). The range can readily be ascertained from the function’s graph. 23 q(x) Since the lowest value of the graph is zero and since the graph approaches infinity on the y-axis without interruption, the range extends from zero to positive infinity [0, ∞). Instruction: Increasing/Decreasing/Constant Behavior A function increases along an interval if the function’s values increase as the values of the independent variable increase. In other words, if the y-values increase as the x-values increase, the function increases. Consider the graph of q ( x ) above. The function q ( x ) increases as the x-values increase beginning with zero and extending forward. Thus, q ( x ) increases along the interval (0, ∞). Likewise, a function decreases along an interval if the function’s values decrease as the values of the independent variable increase. In other words, if the y-values decrease as the x-values increase, the function decreases. Consider the graph of q ( x ) above. The function q ( x ) decreases as the x-values increase from negative infinity to zero. Thus, q ( x ) decreases along the interval (−∞,0). If a function’s value remains unchanged as the x-value changes, the function is constant. Consider k ( x ) below. k ( x) Since the value of k ( x ) never changes, it is a constant function. 24 An Informal Discussion continued. . . Recall that a function is a special relation between two sets. A set is a collection of objects, and for our purposes those objects will be numbers and/or amounts. In this class, we will assume that the domain for our functions is the set of all real numbers noted as or using set interval notation ( −∞, ∞ ) . There are some cases outlined below for which the domain will not include all real numbers. I. The domain is stated as some subset of II. The operation of the function implies a domain restriction. Two such operations are division and taking even roots. III. The word problem represented by the function implies a restriction. . Previously, we discussed the monthly income of a paperboy who earns $4.50 for every subscriber to whom he delivers the paper. We used the function below to describe the paperboy's monthly income. p(x) = $4.50x Since the "rule" of the function involves multiplication (multiply the domain value by $4.5 to get the corresponding range value), the operation of the function does not imply a domain restriction. In other words, since we can multiply any number by 4.5, the domain could be the set of real numbers, . Our function, however, represents a word problem where x (the domain variable) represents the number of subscribers. For our word problem, it does not make sense to assume the paperboy will deliver papers to a negative number of subscribers. In fact, it does not make sense to include fractions since the paperboy probably will not have fractional number of subscribers. If we assume that the paperboy can deliver a maximum of 1,000 papers, we might use descriptive notation and say: D = {a whole number of subscribers from 0 to 1,000}. Using set-builder notation where D = { x | 0 ≤ x ≤ 1, 000, x ∈ indicates the set of integers, we have: }. Since the range of our function is the product of $4.5 and each element from the domain, we have: R = { y | $0, $4.5, $9, $13.5, $18, … $4,500} Note that writing the range as a sequence of numbers reveals that p(x) is an increasing function. 25 Instruction: Seven Elementary Functions Suppose X = Y = . This lecture discusses seven elementary mappings from X to Y . The serious student will memorize these seven functions. I. f ( x) = x As defined in Box I, f is a linear function. The function increases throughout its domain, which includes all real numbers. The range also includes all real numbers. Since the range equals the co-domain, f is surjective. Since the graph passes the horizontal line test, is injective. Being both surjective and injective makes f a bijective function. x –2 –1 0 1 2 f(x) –2 –1 0 1 2 II. A( x) = x As defined in Box II, A is an absolute value function. It decreases from negative infinity to zero (– ∞ ,0) and increases thereafter (0, ∞ ). The function is symmetrical about the y-axis. The minimum value of g is zero, so the range is (0, ∞ ). Since the range does not equal the co-domain, this function is not surjective. Since it does not pass the horizontal line test, A is not injective. x A( x) –2 –1 0 1 2 2 1 0 1 2 26 III. q ( x) = x 2 As defined in Box III, q is a quadratic function with a vertex at the origin (0,0). The function decreases from negative infinity to zero (– ∞ ,0) and increases thereafter (0, ∞ ). Thus, the y-value of the vertex represents the absolute minimum value of the function, and the range is (0, ∞ ). The function is symmetrical about the y-axis. Since the range of the function does not equal the co-domain, q is not surjective. Since the graph of the function fails the horizontal line test, q is not injective. x q ( x) –2 –1 0 1 2 4 1 0 1 4 IV. s ( x) = x As defined in Box IV, s is a square root function. When mapping to real numbers, taking the square root implies a restriction on the domain. The domain of s is limited to where the radicand is positive; thus, the domain is where x > 0. The function increases throughout its domain. The minimum value of s is zero, so the range is (0, ∞ ). Since the range does not include all real numbers, s is not surjective. Since the graph passes the horizontal line test, s is injective. x s ( x) –1 non-real number (not in domain) 0 1 2 2 0 1 2 4 27 V. c( x) = x 3 As defined in Box V, c is a cubic function. The domain and range both include all real numbers. Since the range equals the co-domain, c is surjective. It is also injective. x –2 –1 0 1 2 c( x ) –8 –1 0 1 8 VI. y ( x) = 3 x As defined in Box VI, y is a cube-root function. The domain and range both include all real numbers. Since the range equals the co-domain, y is surjective. It is also injective. x –8 –2 –1 0 1 2 8 y(x) –2 −3 2 –1 0 1 3 2 2 1 VII. r ( x) = x As defined in Box VII, r is the reciprocal function. Since zero does not have a reciprocal, the operation of function implies a restriction on the domain, namely, zero. The domain includes all real 28 numbers except zero, ( −∞, 0 ) ∪ ( 0, ∞ ) . The range also excludes zero because no number divides into one zero times. Since the range does not include all real numbers, r is not surjective. The graph of r passes the horizontal line test, so r is injective. The reciprocal function exhibits asymptotic behavior, something discussed hereafter. x –2 –1 –½ 0 ½ 1 2 r(x) –½ –1 –2 0 2 1 ½ Instruction: Asymptotic Behavior When the graph of a function mimics a line, we say the function exhibits asymptotic behavior. Defining mimicry requires concepts taught in calculus, but we can begin the discussion here. Let’s start with oblique and horizontal lines. Let l be an oblique or horizontal line in the Cartesian plane. Let f be a function. Suppose we travel further and further in some direction along l and find the graph of f getting closer and closer to l . Suppose also that for any given positive distance however small, there is some point along the line where thereafter f is at least that close to l . Then, we say l is an asymptote of f . Note that the function f might cross back and forth over l but still get closer the further we travel along l . 1 The line y = 0 is an asymptote of the reciprocal function r ( x ) = . Choose any measure of x 1 proximity, say ε . Then, when x > , the graph of the reciprocal function will be within ε -units of ε y = 0 . In particular, let ε = 0.0001 . Then, when x > 10, 000 , r ( x ) is no more than 0.0001 units from zero. Vertical lines can also be asymptotes of a function. Suppose x = a is a vertical line in the Cartesian plane. If the graph of f gets ever further from zero as the corresponding x -values get ever closer to a and if there is no limit to how far from zero the graph of f will go, then we say x = a is a vertical asymptote of the function. When a line is an asymptote of a function, we say the function exhibits asymptotic behavior. 29 Instruction: Piecewise Functions ⎧ x 3 if x < 0 ⎪ p ( x) = ⎨ ⎪ x + 1 if x ≥ 0. ⎩ Piecewise functions are functions whose definition involves more than one formula. For example, consider p(x) above. Since p(x) is defined by two formulas [p(x) = x3 for x-values below zero and p(x) = x + 1 for xvalues greater than or equal to zero], it is a piecewise function. When generating its table of ordered pairs, substitute values less then zero into x3 and values equal to or greater than zero into x + 1. Since the first piece of the function has values corresponding to x-values that approach zero, it may be helpful to substitute zero for x in the first formula just to determine an endpoint of the first piece. The graph should have an open circle at this end-point unless it corresponds to the beginning point of the next piece of the function. x -2 -1 0 0 1 2 p(x) = x3 -8 -1 0 (not a value of the function) p(x) =x + 1 1 2 3 30 An Informal Discussion continued. . . Previously, we discussed the monthly income of a paperboy who earns $4.50 for every subscriber to whom he delivers the paper. We used the function below to describe the paperboy's monthly income. p(x) = $4.50x Sometimes, real-world functions are much more complicated. For instance, let's consider the paperboy's weekly income (instead of his monthly income) assuming that he gets paid per hour of work (instead of per subscriber serviced). In the real world, the paperboy would earn more per hour if he worked more than forty hours per week. Let's assume he averages $6.00 per hour if he works more than forty hours in the week and that he cannot work more than eighty hours according to company policy. According to these assumptions, we can represent the paperboy's weekly income with a piece-wise function given below. ⎧$4.50 x P( x) = ⎨ ⎩$6.00x if 0 ≤ x ≤ 40 if 40 < x ≤ 80 Recall that a function only assigns one y-value to any given x-value. Accordingly, when we try to evaluate P(20) and P(50), we must ask ourselves, "Which rule must be used?" In this case, we either multiply the x-value by $4.50 or by $6.00. For P(20) where the input value is twenty, we multiply by $4.50 because that is the rule for x-values from zero to forty. For P(50) where the input value is fifty, we multiply by $6.00 because that is the rule for x-values greater than forty but less than or equal to eighty. Thus, P(20) = $90.00 and P(50) = $300.00. We might also note that our piece-wise function has a stated domain. The "if statements" represent "pieces" of the domain, and all the "if statements" taken together give the full domain. The domain of P(x) in our discussion includes all the real numbers from zero to eighty, written in set interval notation as [0,80]. 31 Instruction: Domain, Range, Behavior Example 1 Stating the Domain of a Function Given f ( x ) = 5 + −1 − x , what is the domain of f ( x) ? The domain is understood to be all real numbers unless the operation implies a restriction. This function implies a restriction because taking the even root of a number only produces a real number result if the number is a non-negative number. To find the domain, find where the radicand is non-negative. −1 − x ≥ 0 −1 − x + x ≥ 0 + x −1 ≥ x x ≤ −1 The x-values must be less than or equal to negative one. Using set interval notation, the domain is ( −∞, −1] . The bracket next to negative one indicates that negative one is part of the domain. Example 2 Stating the Domain of a Function Given Q( x) = x +1 , what is the domain of Q( x) ? x − 6 x − 16 2 The domain is understood to be all real numbers unless the operation implies a restriction. Q(x) implies a restriction because division by zero is undefined. To find the domain, find where the denominator does not equal zero. x 2 − 6 x − 16 ≠ 0 ( x + 2 )( x − 8) ≠ 0 x + 2 ≠ 0, x − 8 ≠ 0 x ≠ −2, x≠8 The x-values may take any value except –2 and 8. The domain has three intervals of values: all the numbers less than –2, the numbers between –2 and 8, and all the numbers greater than 8; thus, D = ( −∞, −2 ) ∪ ( −2,8 ) ∪ ( 8, ∞ ) . 32 Example 3 Stating the Domain of a Function Given s ( x ) = x 2 + 2 x + 1 , what is the domain of s(x)? The domain is understood to be all real numbers unless the operation implies a restriction. The operations involved with s(x) do not imply a restriction. Any number can be multiplied by itself. Any number can be doubled, and any two numbers can be added together and added to one. The domain of s(x) includes all real numbers denoted by or written in set interval notation as ( −∞, ∞ ) . Example 4 Finding the Range of a Function What is the range of the function graphed below? The range is the set of values assigned to correspond with the domain values. The vertical axis represents the range values. Identifying the range involves finding the lowest value and the highest value of the function and noticing any breaks in between. The graph above shows a function that is continuous--that is, it does not have any breaks-along a domain of [0,24]. The lowest value of 600 megawatts occurs during the fourth hour and twenty-fourth hour. The highest value of 1,400 megawatts occurs during the sixteenth hour. The range extends from 600 to 1,400. Using set interval notation, the range is [ 600,1400] . The brackets indicate that 600 and 1,400 are both included in the range. 33 Example 5 Recognizing Behavior Given F(x) = (x – 3)4, for what value of x does the F(x) change behavior? Behavior refers to whether or not the function's values decrease, remain constant, or increase as x-values increase. Examining a table of values of the function for increasing x-values helps determine the behavior. Arbitrarily pick some x-value, below negative eight is chosen, and then increasing x-values. Look for a change in behavior. x –8 –6 –4 –2 0 2 4 (x – 3)4 F(x) 14,641 ( −8 − 3) 4 ( −6 − 3) 4 ( −4 − 3) 4 ( −2 − 3) 4 ( 0 − 3) 4 ( 2 − 3) 4 ( 4 − 3) 4 6,561 2,401 625 81 1 1 The function decreased until two, then a change seemed to have occurred. Choosing xvalues closer together may help determine what happens between two and four. x 2 2.5 3 3.5 4 (x – 3)4 ( 2 − 3) F(x) 1 4 ( 2.5 − 3) 4 ( 3 − 3) 4 ( 3.5 − 3) 4 ( 4 − 3) 4 0.0625 0 0.0625 1 This exercise helps make it clear that as x-values increased from negative numbers (with large absolute values) to x-values close to three, the function decreases, but the function starts increasing thereafter. The function changes behavior from decreasing to increasing at x = 3. 34 Instruction: Elementary Functions Example 1 Elementary Functions Name the function graphed below. The function is a quadratic function, y = x 2 . Example 2 Elementary Functions Name the function graphed below? The function is the linear function f ( x) = x . Example 3 Elementary Functions State the domain of y = x . The radicand of a square root must be a non-negative value. The domain of the square root function includes non-negative numbers: [ 0, ∞ ) . 35 Example 4 Elementary Functions State the range of A( x) = x . The absolute value of a non-zero number is positive. The absolute value of zero is zero. The range of the absolute value function is [ 0, ∞ ) . Example 5 Elementary Functions Consider the cubic function C ( x) = x 3 . Is the function bijective? The range of C ( x ) equals all real numbers, so the function is surjective. The graph of C ( x ) passes the horizontal line test, so the function is injective. Since it is both surjective and injective, C ( x ) is bijective. Example 6 Asymptotic Behavior 1 . Find N such that when x > N , the graph of r will be within x 0.0000025 units of zero. Suppose r ( x ) = The horizontal line y = 0 is an asymptote of r because for any positive value ε when 1 x = , the graph of r is within ε units of zero. ε If ε = 0.0000025 = 25 1 1 = , then = 400, 000 . 10, 000, 000 400, 000 ε Answer: Let N = 400, 000 . 36 Instruction: Piece-wise Functions Example 1 Evaluating Piece-wise Functions ⎧− x − 1 Consider f ( x ) = ⎨ ⎩2 x if x < 0 . Which is greater f (1 2 ) or f ( −3) ? if x ≥ 0 Evaluate f (1 2 ) . Note that 1 2 > 0 , and use the "piece" for x-values greater than zero. f (1 2 ) = 2 (1 2 ) = 1 Evaluate f ( −3) . Note that −3 < 0 , and use the "piece" for the x-values less than zero. f ( −3) = − ( −3) − 1 = 3 − 1 = 2 Since f (1 2 ) = 1 and f ( −3) = 2 , f ( −3) > f (1 2 ) . Example 2 Graphing Piece-wise Functions ⎧− x if x < 0 Consider P( x) = ⎨ . Sketch the graph of P(x). if x ≥ 0 ⎩0 The function P(x) has two "pieces" so-to-speak, meaning it has two rules. One rule states that the function's range value is the opposite of any x-value less than zero. For instance if x = –4, then y = 4. If x = –3, then y = 3. If x = –2, then y = 2 and so on until the x-values reach zero where the second rule applies. For x-values equal to zero or greater, the rule states that the function's range value is zero for any x-value greater than or equal to zero. For instance, if x = 0, then y = 0, and if x = 4, then y = 0. The graph of the "piece" for x-values less than zero is linear. The function decreases by one for every single-unit increase in x (i.e., it has a slope of negative one). The graph of the "piece" for x-values equal to or greater than zero is constant, which is a horizontal line along the x-axis. 37 Suggested Homework from Blitzer Section 2.2: #1-9 odd, #35 a, #35b, #37, #41, #47, #51 Application Exercise The period in seconds of a pendulum operating at sea level is a function of the length of the pendulum in meters. P:l 2 l 9.81 Give a realistic domain and realistic range for the function. Describe the behavior of the function (in terms of whether it increases or decreases). Determine to which of our seven elementary functions this function is related. Mathematical Exercise A Mersenne prime is a prime number of the form 2 p 1 where p is itself a prime number. Suppose is a function that maps prime numbers to Mersenne prime numbers. In symbols, Π : p 2 p 1. Does the function have any domain restrictions less than twenty? In other words, are there any primes p less than twenty such that 2 p 1 is not prime? 38 Problems State the domain of each of the following functions. #1 a( x ) x 3 #2 b( x ) x x 1 #3 c( x) 3 3x 1 #4 d ( x) 4 x #5 g ( x) x x 8 #6 Q( x) x 2 x 12 x 2 x 56 Graph the piece-wise functions below. x2 #7 p( x ) 4 x 1 #8 P( x ) x 1 if 2 x 2 if x 2 or x 2 if x 2 if x 2 Use the graph of f below to describe the behavior of the function. #9 What are the intervals of increasing behavior? #10 What are the intervals of decreasing behavior? f a #1 3, #5 ,8 #9 , a #3 , 8, 0, #7