How to know if a graph is exponential just by looking at the data values












0












$begingroup$


If I were given the points



(1,3) (2,5) (3,7) and assumed this pattern continued forever, I know that it is linear as there is a constant the y value for an increase of one for the x value.



If I were given the points



(-2,4) (-1,1) (0,0) (1,1) (2,4)



I know that this is quadratic because the differences of the differences of the y values is 2 while the x value increase by one each time.



With only points, I can I prove a graph is exponential?










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    0












    $begingroup$


    If I were given the points



    (1,3) (2,5) (3,7) and assumed this pattern continued forever, I know that it is linear as there is a constant the y value for an increase of one for the x value.



    If I were given the points



    (-2,4) (-1,1) (0,0) (1,1) (2,4)



    I know that this is quadratic because the differences of the differences of the y values is 2 while the x value increase by one each time.



    With only points, I can I prove a graph is exponential?










    share|cite|improve this question









    $endgroup$















      0












      0








      0





      $begingroup$


      If I were given the points



      (1,3) (2,5) (3,7) and assumed this pattern continued forever, I know that it is linear as there is a constant the y value for an increase of one for the x value.



      If I were given the points



      (-2,4) (-1,1) (0,0) (1,1) (2,4)



      I know that this is quadratic because the differences of the differences of the y values is 2 while the x value increase by one each time.



      With only points, I can I prove a graph is exponential?










      share|cite|improve this question









      $endgroup$




      If I were given the points



      (1,3) (2,5) (3,7) and assumed this pattern continued forever, I know that it is linear as there is a constant the y value for an increase of one for the x value.



      If I were given the points



      (-2,4) (-1,1) (0,0) (1,1) (2,4)



      I know that this is quadratic because the differences of the differences of the y values is 2 while the x value increase by one each time.



      With only points, I can I prove a graph is exponential?







      exponential-function quadratics






      share|cite|improve this question













      share|cite|improve this question











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      asked Dec 8 '18 at 19:43









      mjjmjj

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          $begingroup$

          This is a little difficult to answer, because if I gave you three points $(1.7,3.9), (3.1, 6.1)$, and $(5.123, 8.99)$, these three points do actually all lie on the same parabola (and are thus quadratic). Nevertheless, I know what you are asking, and I'll try to answer clearly. To skip to the direct answer, you can skip this part.



          In your second example, I notice that you picked a very nice quadratic function, namely $f(x) = x^2$. I would like to pick an equally nice exponential function, say, $g(x) = 2^x$. Let's also choose a few... convenient $x$-coordinates, $x=0,1,2,3$. Plugging in, we obtain a list of points similar to those in your second example, $(0,1), (1,2), (2,4), (3,8)$. Your question seems to be asking, "Given a set of points, can I reverse engineer this process to obtain an exponential function?"



          And in some cases, the answer is yes! (As in above)



          The trick here is your choice of $x$-coordinates. Specifically, in both examples you chose evenly-spaced $x$-coordinates. I know you're asking about points which were given to you, but the idea is to search for a pattern, and to do that we may need some handouts for now. Looking now at your first example, you noticed that every time $x$ increased by $1$, $y$ increased by $2$. The name for this pattern is called "linear"!



          If you look at my points above, you notice that every time $x$ increases by $1$, $y$ is $multiplied$ by some value, namely $2$. Then I can write any $y$ value as its corresponding power of $2$, so for example, $64 = 2^6$, and so $(6,64)$ is part of this pattern.



          As an example, say I was given $(3,125), (4,625), (5,3125)$. I notice that as $x$ increases by $1$, $y$ scales by 5, so this function should behave like $5^x$.



          One last thing to mention is that just like with linear patterns and quadratic patterns, there are variants of the "easy functions" such as $y=a^x$ for some $a$. For example, the lists given by:




          • $(0,2), (1,3), (2,5), (3,9)$ ~ $2^x+1$


          • $(1,10), (2,50), (3,250), (4,1250)$ ~ $2*5^x$


          • $(0,9), (1,27), (2,81), (3,243)$ ~ $3^{x+2}$



          are all exponential. This can cause an issue in trying to identify which exponential function fits these points (as in the first example, the scaling of the $y$ values isn't observed directly from the points themselves).





          Apologies for the long response, but here is the direct answer. you mentioned that the change in $y$ values being constant implies that the function is linear, and the change in $y$ values being linear means that the function is quadratic.



          The desired property for exponential functions is that the change in $y$ values is... still exponential! Computing these changes for my three examples, we see




          • $(0,2), (1,3), (2,5), (3,9) rightarrow 1,2,4,...$


          • $(1,10), (2,50), (3,250), (4,1250)rightarrow 40, 200, 1000,... $ ~ $40*5^x$.


          • $(0,9), (1,27), (2,81), (3,243) rightarrow 18, 54, 162... $ ~ $18*3^x$.



          With the second two examples, this process is unnecessary. But with the first, this process helps us clearly recognize the underlying exponential nature of these points. Again I apologize for the long post, but I hope this discussion aids in unveiling the patterns underlying exponential functions.






          share|cite|improve this answer









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            $begingroup$

            This is a little difficult to answer, because if I gave you three points $(1.7,3.9), (3.1, 6.1)$, and $(5.123, 8.99)$, these three points do actually all lie on the same parabola (and are thus quadratic). Nevertheless, I know what you are asking, and I'll try to answer clearly. To skip to the direct answer, you can skip this part.



            In your second example, I notice that you picked a very nice quadratic function, namely $f(x) = x^2$. I would like to pick an equally nice exponential function, say, $g(x) = 2^x$. Let's also choose a few... convenient $x$-coordinates, $x=0,1,2,3$. Plugging in, we obtain a list of points similar to those in your second example, $(0,1), (1,2), (2,4), (3,8)$. Your question seems to be asking, "Given a set of points, can I reverse engineer this process to obtain an exponential function?"



            And in some cases, the answer is yes! (As in above)



            The trick here is your choice of $x$-coordinates. Specifically, in both examples you chose evenly-spaced $x$-coordinates. I know you're asking about points which were given to you, but the idea is to search for a pattern, and to do that we may need some handouts for now. Looking now at your first example, you noticed that every time $x$ increased by $1$, $y$ increased by $2$. The name for this pattern is called "linear"!



            If you look at my points above, you notice that every time $x$ increases by $1$, $y$ is $multiplied$ by some value, namely $2$. Then I can write any $y$ value as its corresponding power of $2$, so for example, $64 = 2^6$, and so $(6,64)$ is part of this pattern.



            As an example, say I was given $(3,125), (4,625), (5,3125)$. I notice that as $x$ increases by $1$, $y$ scales by 5, so this function should behave like $5^x$.



            One last thing to mention is that just like with linear patterns and quadratic patterns, there are variants of the "easy functions" such as $y=a^x$ for some $a$. For example, the lists given by:




            • $(0,2), (1,3), (2,5), (3,9)$ ~ $2^x+1$


            • $(1,10), (2,50), (3,250), (4,1250)$ ~ $2*5^x$


            • $(0,9), (1,27), (2,81), (3,243)$ ~ $3^{x+2}$



            are all exponential. This can cause an issue in trying to identify which exponential function fits these points (as in the first example, the scaling of the $y$ values isn't observed directly from the points themselves).





            Apologies for the long response, but here is the direct answer. you mentioned that the change in $y$ values being constant implies that the function is linear, and the change in $y$ values being linear means that the function is quadratic.



            The desired property for exponential functions is that the change in $y$ values is... still exponential! Computing these changes for my three examples, we see




            • $(0,2), (1,3), (2,5), (3,9) rightarrow 1,2,4,...$


            • $(1,10), (2,50), (3,250), (4,1250)rightarrow 40, 200, 1000,... $ ~ $40*5^x$.


            • $(0,9), (1,27), (2,81), (3,243) rightarrow 18, 54, 162... $ ~ $18*3^x$.



            With the second two examples, this process is unnecessary. But with the first, this process helps us clearly recognize the underlying exponential nature of these points. Again I apologize for the long post, but I hope this discussion aids in unveiling the patterns underlying exponential functions.






            share|cite|improve this answer









            $endgroup$


















              1












              $begingroup$

              This is a little difficult to answer, because if I gave you three points $(1.7,3.9), (3.1, 6.1)$, and $(5.123, 8.99)$, these three points do actually all lie on the same parabola (and are thus quadratic). Nevertheless, I know what you are asking, and I'll try to answer clearly. To skip to the direct answer, you can skip this part.



              In your second example, I notice that you picked a very nice quadratic function, namely $f(x) = x^2$. I would like to pick an equally nice exponential function, say, $g(x) = 2^x$. Let's also choose a few... convenient $x$-coordinates, $x=0,1,2,3$. Plugging in, we obtain a list of points similar to those in your second example, $(0,1), (1,2), (2,4), (3,8)$. Your question seems to be asking, "Given a set of points, can I reverse engineer this process to obtain an exponential function?"



              And in some cases, the answer is yes! (As in above)



              The trick here is your choice of $x$-coordinates. Specifically, in both examples you chose evenly-spaced $x$-coordinates. I know you're asking about points which were given to you, but the idea is to search for a pattern, and to do that we may need some handouts for now. Looking now at your first example, you noticed that every time $x$ increased by $1$, $y$ increased by $2$. The name for this pattern is called "linear"!



              If you look at my points above, you notice that every time $x$ increases by $1$, $y$ is $multiplied$ by some value, namely $2$. Then I can write any $y$ value as its corresponding power of $2$, so for example, $64 = 2^6$, and so $(6,64)$ is part of this pattern.



              As an example, say I was given $(3,125), (4,625), (5,3125)$. I notice that as $x$ increases by $1$, $y$ scales by 5, so this function should behave like $5^x$.



              One last thing to mention is that just like with linear patterns and quadratic patterns, there are variants of the "easy functions" such as $y=a^x$ for some $a$. For example, the lists given by:




              • $(0,2), (1,3), (2,5), (3,9)$ ~ $2^x+1$


              • $(1,10), (2,50), (3,250), (4,1250)$ ~ $2*5^x$


              • $(0,9), (1,27), (2,81), (3,243)$ ~ $3^{x+2}$



              are all exponential. This can cause an issue in trying to identify which exponential function fits these points (as in the first example, the scaling of the $y$ values isn't observed directly from the points themselves).





              Apologies for the long response, but here is the direct answer. you mentioned that the change in $y$ values being constant implies that the function is linear, and the change in $y$ values being linear means that the function is quadratic.



              The desired property for exponential functions is that the change in $y$ values is... still exponential! Computing these changes for my three examples, we see




              • $(0,2), (1,3), (2,5), (3,9) rightarrow 1,2,4,...$


              • $(1,10), (2,50), (3,250), (4,1250)rightarrow 40, 200, 1000,... $ ~ $40*5^x$.


              • $(0,9), (1,27), (2,81), (3,243) rightarrow 18, 54, 162... $ ~ $18*3^x$.



              With the second two examples, this process is unnecessary. But with the first, this process helps us clearly recognize the underlying exponential nature of these points. Again I apologize for the long post, but I hope this discussion aids in unveiling the patterns underlying exponential functions.






              share|cite|improve this answer









              $endgroup$
















                1












                1








                1





                $begingroup$

                This is a little difficult to answer, because if I gave you three points $(1.7,3.9), (3.1, 6.1)$, and $(5.123, 8.99)$, these three points do actually all lie on the same parabola (and are thus quadratic). Nevertheless, I know what you are asking, and I'll try to answer clearly. To skip to the direct answer, you can skip this part.



                In your second example, I notice that you picked a very nice quadratic function, namely $f(x) = x^2$. I would like to pick an equally nice exponential function, say, $g(x) = 2^x$. Let's also choose a few... convenient $x$-coordinates, $x=0,1,2,3$. Plugging in, we obtain a list of points similar to those in your second example, $(0,1), (1,2), (2,4), (3,8)$. Your question seems to be asking, "Given a set of points, can I reverse engineer this process to obtain an exponential function?"



                And in some cases, the answer is yes! (As in above)



                The trick here is your choice of $x$-coordinates. Specifically, in both examples you chose evenly-spaced $x$-coordinates. I know you're asking about points which were given to you, but the idea is to search for a pattern, and to do that we may need some handouts for now. Looking now at your first example, you noticed that every time $x$ increased by $1$, $y$ increased by $2$. The name for this pattern is called "linear"!



                If you look at my points above, you notice that every time $x$ increases by $1$, $y$ is $multiplied$ by some value, namely $2$. Then I can write any $y$ value as its corresponding power of $2$, so for example, $64 = 2^6$, and so $(6,64)$ is part of this pattern.



                As an example, say I was given $(3,125), (4,625), (5,3125)$. I notice that as $x$ increases by $1$, $y$ scales by 5, so this function should behave like $5^x$.



                One last thing to mention is that just like with linear patterns and quadratic patterns, there are variants of the "easy functions" such as $y=a^x$ for some $a$. For example, the lists given by:




                • $(0,2), (1,3), (2,5), (3,9)$ ~ $2^x+1$


                • $(1,10), (2,50), (3,250), (4,1250)$ ~ $2*5^x$


                • $(0,9), (1,27), (2,81), (3,243)$ ~ $3^{x+2}$



                are all exponential. This can cause an issue in trying to identify which exponential function fits these points (as in the first example, the scaling of the $y$ values isn't observed directly from the points themselves).





                Apologies for the long response, but here is the direct answer. you mentioned that the change in $y$ values being constant implies that the function is linear, and the change in $y$ values being linear means that the function is quadratic.



                The desired property for exponential functions is that the change in $y$ values is... still exponential! Computing these changes for my three examples, we see




                • $(0,2), (1,3), (2,5), (3,9) rightarrow 1,2,4,...$


                • $(1,10), (2,50), (3,250), (4,1250)rightarrow 40, 200, 1000,... $ ~ $40*5^x$.


                • $(0,9), (1,27), (2,81), (3,243) rightarrow 18, 54, 162... $ ~ $18*3^x$.



                With the second two examples, this process is unnecessary. But with the first, this process helps us clearly recognize the underlying exponential nature of these points. Again I apologize for the long post, but I hope this discussion aids in unveiling the patterns underlying exponential functions.






                share|cite|improve this answer









                $endgroup$



                This is a little difficult to answer, because if I gave you three points $(1.7,3.9), (3.1, 6.1)$, and $(5.123, 8.99)$, these three points do actually all lie on the same parabola (and are thus quadratic). Nevertheless, I know what you are asking, and I'll try to answer clearly. To skip to the direct answer, you can skip this part.



                In your second example, I notice that you picked a very nice quadratic function, namely $f(x) = x^2$. I would like to pick an equally nice exponential function, say, $g(x) = 2^x$. Let's also choose a few... convenient $x$-coordinates, $x=0,1,2,3$. Plugging in, we obtain a list of points similar to those in your second example, $(0,1), (1,2), (2,4), (3,8)$. Your question seems to be asking, "Given a set of points, can I reverse engineer this process to obtain an exponential function?"



                And in some cases, the answer is yes! (As in above)



                The trick here is your choice of $x$-coordinates. Specifically, in both examples you chose evenly-spaced $x$-coordinates. I know you're asking about points which were given to you, but the idea is to search for a pattern, and to do that we may need some handouts for now. Looking now at your first example, you noticed that every time $x$ increased by $1$, $y$ increased by $2$. The name for this pattern is called "linear"!



                If you look at my points above, you notice that every time $x$ increases by $1$, $y$ is $multiplied$ by some value, namely $2$. Then I can write any $y$ value as its corresponding power of $2$, so for example, $64 = 2^6$, and so $(6,64)$ is part of this pattern.



                As an example, say I was given $(3,125), (4,625), (5,3125)$. I notice that as $x$ increases by $1$, $y$ scales by 5, so this function should behave like $5^x$.



                One last thing to mention is that just like with linear patterns and quadratic patterns, there are variants of the "easy functions" such as $y=a^x$ for some $a$. For example, the lists given by:




                • $(0,2), (1,3), (2,5), (3,9)$ ~ $2^x+1$


                • $(1,10), (2,50), (3,250), (4,1250)$ ~ $2*5^x$


                • $(0,9), (1,27), (2,81), (3,243)$ ~ $3^{x+2}$



                are all exponential. This can cause an issue in trying to identify which exponential function fits these points (as in the first example, the scaling of the $y$ values isn't observed directly from the points themselves).





                Apologies for the long response, but here is the direct answer. you mentioned that the change in $y$ values being constant implies that the function is linear, and the change in $y$ values being linear means that the function is quadratic.



                The desired property for exponential functions is that the change in $y$ values is... still exponential! Computing these changes for my three examples, we see




                • $(0,2), (1,3), (2,5), (3,9) rightarrow 1,2,4,...$


                • $(1,10), (2,50), (3,250), (4,1250)rightarrow 40, 200, 1000,... $ ~ $40*5^x$.


                • $(0,9), (1,27), (2,81), (3,243) rightarrow 18, 54, 162... $ ~ $18*3^x$.



                With the second two examples, this process is unnecessary. But with the first, this process helps us clearly recognize the underlying exponential nature of these points. Again I apologize for the long post, but I hope this discussion aids in unveiling the patterns underlying exponential functions.







                share|cite|improve this answer












                share|cite|improve this answer



                share|cite|improve this answer










                answered Dec 8 '18 at 20:44









                Adam CartisanoAdam Cartisano

                1764




                1764






























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