Question
Use the functions shown :
a. Evaluate each function for x=6 , x=8 and x=12
b. When will function h exceed function f and function g ?
![](data:image/png;base64,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)
Hint:
a. We will simply put the values of x given in the question in the 3 functions as per the given graph and find the output/ y values.
The correct answer is: Function h will exceed functions f & g after point (8,6).
Step-by-step solution:-
a). f(x) = 0.75x
Let x = 6- f(x) = 0.75(6) = 4.5
Let x = 8- f(x) = 0.75(8) = 6
Let x = 12- f(x) = 0.75(12) = 9
∴ We get the points (6,4.5); (8,6) & (12,9) for f(x)
h(x) = 1.25x
Let x = 6- h(x) = 1.256 = 3.81
Let x = 8- h(x) = 1.258 = 6
Let x = 12- h(x) = 1.2512 = 14.55
∴ We get the points (6,3.81); (8,6) & (12,14.55) for h(x)
g(x) = 0.09375x2
Let x = 6- g(x) = 0.09375(6)2 = 3.375
Let x = 8- g(x) = 0.09375(8)2 = 6
Let x = 12- g(x) = 0.09375(12)2 = 13.5
∴ We get the points (6,3.375); (8,6) & (12,13.5) for g(x)
b). From the above calculations, we observe that the 3 functions have a common point (point of intersection) i.e. (8,6).
Hence, after point (8,6), function h will exceed functions f & g because function h is an exponential function while function f & g are linear and quadratic functions, respectively and we know that the rate of increase for an exponential function is higher than that in linear or quadratic functions.
Final Answer:-
∴ Function h will exceed functions f & g after point (8,6).
Let x = 6- f(x) = 0.75(6) = 4.5
Let x = 8- f(x) = 0.75(8) = 6
Let x = 12- f(x) = 0.75(12) = 9
h(x) = 1.25x
Let x = 6- h(x) = 1.256 = 3.81
Let x = 8- h(x) = 1.258 = 6
Let x = 12- h(x) = 1.2512 = 14.55
∴ We get the points (6,3.81); (8,6) & (12,14.55) for h(x)
g(x) = 0.09375x2
Let x = 6- g(x) = 0.09375(6)2 = 3.375
Let x = 8- g(x) = 0.09375(8)2 = 6
Let x = 12- g(x) = 0.09375(12)2 = 13.5
∴ We get the points (6,3.375); (8,6) & (12,13.5) for g(x)
b). From the above calculations, we observe that the 3 functions have a common point (point of intersection) i.e. (8,6).
Hence, after point (8,6), function h will exceed functions f & g because function h is an exponential function while function f & g are linear and quadratic functions, respectively and we know that the rate of increase for an exponential function is higher than that in linear or quadratic functions.
Final Answer:-
∴ Function h will exceed functions f & g after point (8,6).