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Concavity
Concavity
The second deriviative measures the change in slope with respect to x,
this is known as concavity
Concavity
The second deriviative measures the change in slope with respect to x,
this is known as concavity
              If f  x   0, the curve is concave up
Concavity
The second deriviative measures the change in slope with respect to x,
this is known as concavity
              If f  x   0, the curve is concave up
              If f  x   0, the curve is concave down
Concavity
The second deriviative measures the change in slope with respect to x,
this is known as concavity
              If f  x   0, the curve is concave up
              If f  x   0, the curve is concave down
              If f  x   0, possible point of inflection
Concavity
The second deriviative measures the change in slope with respect to x,
this is known as concavity
                 If f  x   0, the curve is concave up
                 If f  x   0, the curve is concave down
                 If f  x   0, possible point of inflection

e.g. By looking at the second derivative sketch y  x 3  5 x 2  3x  2
Concavity
The second deriviative measures the change in slope with respect to x,
this is known as concavity
                 If f  x   0, the curve is concave up
                 If f  x   0, the curve is concave down
                 If f  x   0, possible point of inflection

e.g. By looking at the second derivative sketch y  x 3  5 x 2  3x  2
     dy
         3x 2  10 x  3
     dx
Concavity
The second deriviative measures the change in slope with respect to x,
this is known as concavity
                 If f  x   0, the curve is concave up
                 If f  x   0, the curve is concave down
                 If f  x   0, possible point of inflection

e.g. By looking at the second derivative sketch y  x 3  5 x 2  3x  2
     dy
          3x 2  10 x  3
     dx
    d2y
       2
           6 x  10
    dx
Concavity
The second deriviative measures the change in slope with respect to x,
this is known as concavity
                 If f  x   0, the curve is concave up
                 If f  x   0, the curve is concave down
                 If f  x   0, possible point of inflection

e.g. By looking at the second derivative sketch y  x 3  5 x 2  3x  2
     dy
          3x 2  10 x  3
     dx
    d2y
       2
           6 x  10
    dx
                             d2y
  Curve is concave up when 2  0
                              dx
Concavity
The second deriviative measures the change in slope with respect to x,
this is known as concavity
                 If f  x   0, the curve is concave up
                 If f  x   0, the curve is concave down
                 If f  x   0, possible point of inflection

e.g. By looking at the second derivative sketch y  x 3  5 x 2  3x  2
     dy
           3x 2  10 x  3
     dx
    d2y
        2
            6 x  10
    dx
                             d2y
  Curve is concave up when 2  0
                              dx
  i.e. 6 x  10  0
                     5
              x
                     3
Concavity
The second deriviative measures the change in slope with respect to x,
this is known as concavity
                 If f  x   0, the curve is concave up
                 If f  x   0, the curve is concave down
                 If f  x   0, possible point of inflection

e.g. By looking at the second derivative sketch y  x 3  5 x 2  3x  2
     dy                                                y
           3x 2  10 x  3
     dx
    d2y
        2
            6 x  10
    dx
                             d2y
  Curve is concave up when 2  0                     5                     x
                              dx                   
  i.e. 6 x  10  0                                  3
                     5
              x
                     3
Concavity
The second deriviative measures the change in slope with respect to x,
this is known as concavity
                 If f  x   0, the curve is concave up
                 If f  x   0, the curve is concave down
                 If f  x   0, possible point of inflection

e.g. By looking at the second derivative sketch y  x 3  5 x 2  3x  2
     dy                                                y
           3x 2  10 x  3
     dx
    d2y
        2
            6 x  10
    dx
                             d2y
  Curve is concave up when 2  0                     5                     x
                              dx                   
  i.e. 6 x  10  0                                  3
                     5
              x
                     3
Turning Points
Turning Points
All turning points are stationary points.
Turning Points
All turning points are stationary points.

               If f  x   0, minimum turning point
Turning Points
All turning points are stationary points.

               If f  x   0, minimum turning point
               If f  x   0, maximum turning point
Turning Points
All turning points are stationary points.

               If f  x   0, minimum turning point
               If f  x   0, maximum turning point

e.g. Find the turning points of y  x 3  x 2  x  1
Turning Points
All turning points are stationary points.

               If f  x   0, minimum turning point
               If f  x   0, maximum turning point

e.g. Find the turning points of y  x 3  x 2  x  1
    dy
        3x 2  2 x  1
    dx
Turning Points
All turning points are stationary points.

               If f  x   0, minimum turning point
               If f  x   0, maximum turning point

e.g. Find the turning points of y  x 3  x 2  x  1
    dy
         3x 2  2 x  1
    dx
  d2y
      2
         6x  2
  dx
Turning Points
All turning points are stationary points.

               If f  x   0, minimum turning point
               If f  x   0, maximum turning point

e.g. Find the turning points of y  x 3  x 2  x  1
    dy
         3x 2  2 x  1
    dx
  d2y
      2
         6x  2
  dx
                                 dy
 Stationary points occur when  0
                                 dx
Turning Points
All turning points are stationary points.

               If f  x   0, minimum turning point
               If f  x   0, maximum turning point

e.g. Find the turning points of y  x 3  x 2  x  1
    dy
         3x 2  2 x  1
    dx
  d2y
      2
         6x  2
  dx
                                 dy
 Stationary points occur when  0
                                 dx
     i.e. 3x 2  2 x  1  0
Turning Points
All turning points are stationary points.

               If f  x   0, minimum turning point
               If f  x   0, maximum turning point

e.g. Find the turning points of y  x 3  x 2  x  1
    dy
         3x 2  2 x  1
    dx
  d2y
      2
         6x  2
  dx
                                 dy
 Stationary points occur when  0
                                 dx
     i.e. 3x 2  2 x  1  0
        3x  1 x  1  0
Turning Points
All turning points are stationary points.

               If f  x   0, minimum turning point
               If f  x   0, maximum turning point

e.g. Find the turning points of y  x 3  x 2  x  1
    dy
         3x 2  2 x  1
    dx
  d2y
      2
         6x  2
  dx
                                 dy
 Stationary points occur when  0
                                 dx
     i.e. 3x 2  2 x  1  0
        3x  1 x  1  0
            1
        x  or x  1
            3
d2y
when x  1, 2  6 1  2
            dx
                 4  0
d2y
when x  1, 2  6 1  2
            dx
                 4  0
          - 1,2 is a maximum turning point
d2y
when x  1, 2  6 1  2
            dx
                 4  0
          - 1,2 is a maximum turning point
        1 d2y   1
when x  , 2  6   2
        3 dx     3
              40
d2y
when x  1, 2  6 1  2
            dx
                 4  0
          - 1,2 is a maximum turning point
        1 d2y      1
when x  , 2  6   2
        3 dx        3
                40
           1 22 
          ,  is a minimum turning point
           3 27 
Inflection Points
Inflection Points
A point of inflection is where there is a change in concavity, to see if
there is a change, check either side of the point.
Inflection Points
A point of inflection is where there is a change in concavity, to see if
there is a change, check either side of the point.
e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2
Inflection Points
A point of inflection is where there is a change in concavity, to see if
there is a change, check either side of the point.
e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2
      dy                              d2y
          12 x 2  12 x                  2
                                             24 x  12
      dx                               dx
Inflection Points
A point of inflection is where there is a change in concavity, to see if
there is a change, check either side of the point.
e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2
      dy                              d2y
          12 x 2  12 x                 2
                                             24 x  12
      dx                               dx 2
                                            d y
Possible points of inflection occur when 2  0
                                            dx
Inflection Points
A point of inflection is where there is a change in concavity, to see if
there is a change, check either side of the point.
e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2
       dy                             d2y
            12 x 2  12 x               2
                                             24 x  12
       dx                              dx 2
                                            d y
Possible points of inflection occur when 2  0
                                            dx
 i.e. 24 x  12  0
                      1
              x
                      2
Inflection Points
A point of inflection is where there is a change in concavity, to see if
there is a change, check either side of the point.
e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2
       dy                             d2y
            12 x 2  12 x                2
                                             24 x  12
       dx                              dx 2
                                            d y
Possible points of inflection occur when 2  0
                                            dx 
 i.e. 24 x  12  0                              1 1            1
                                                                     
                      1                  x                  
              x                                2       2       2
                      2
                                        d2y              0
                                         dx 2
Inflection Points
A point of inflection is where there is a change in concavity, to see if
there is a change, check either side of the point.
e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2
       dy                             d2y
            12 x 2  12 x                2
                                             24 x  12
       dx                              dx 2
                                            d y
Possible points of inflection occur when 2  0
                                            dx 
 i.e. 24 x  12  0                              1 1            1
                                                                    
                      1                  x                  
              x                                2       2       2 (0)
                      2
                                        d2y              0
                                                                 (12)


                                         dx 2
Inflection Points
A point of inflection is where there is a change in concavity, to see if
there is a change, check either side of the point.
e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2
       dy                             d2y
            12 x 2  12 x                2
                                              24 x  12
       dx                              dx 2
                                             d y
Possible points of inflection occur when 2  0
                                             dx 
 i.e. 24 x  12  0                              1 1            1
                                                                    
                      1                  x                  
              x                                2 (-1) 2        2 (0)
                      2
                                        d 2 y (-12) 0            (12)


                                         dx 2
Inflection Points
A point of inflection is where there is a change in concavity, to see if
there is a change, check either side of the point.
e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2
       dy                             d2y
            12 x 2  12 x                2
                                              24 x  12
       dx                              dx 2
                                             d y
Possible points of inflection occur when 2  0
                                             dx 
 i.e. 24 x  12  0                              1 1            1
                                                                    
                      1                  x                  
              x                                2 (-1) 2        2 (0)
                      2
 there is a change in concavity        d 2 y (-12) 0            (12)


                                         dx 2
Inflection Points
A point of inflection is where there is a change in concavity, to see if
there is a change, check either side of the point.
e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2
       dy                             d2y
            12 x 2  12 x                2
                                              24 x  12
       dx                              dx 2
                                             d y
Possible points of inflection occur when 2  0
                                             dx 
 i.e. 24 x  12  0                              1 1            1
                                                                    
                      1                  x                  
              x                                2 (-1) 2        2 (0)
                      2
 there is a change in concavity        d 2 y (-12) 0            (12)



     1 
    ,3  is a point of inflection
                                        dx 2
     2 
Inflection Points
A point of inflection is where there is a change in concavity, to see if
there is a change, check either side of the point.
e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2
       dy                             d2y
            12 x 2  12 x                2
                                              24 x  12
       dx                              dx 2
                                             d y
Possible points of inflection occur when 2  0
                                             dx 
 i.e. 24 x  12  0                              1 1            1
                                                                    
                      1                  x                  
              x                                2 (-1) 2        2 (0)
                      2
 there is a change in concavity        d 2 y (-12) 0            (12)



     1 
    ,3  is a point of inflection
                                        dx 2
     2 
                                         dy    d2y     d3y
   Horizontal Point of Inflection;          0    2
                                                    0    3
                                                            0
                                         dx    dx      dx
Alternative Way of Finding
     Inflection Points
Alternative Way of Finding
            Inflection Points
                                        d2y
Possible points of inflection occur when 2  0
                                        dx
Alternative Way of Finding
            Inflection Points
                                           d2y
Possible points of inflection occur when 2  0
                                           dx
             If the first non-zero derivative is of odd order,
                     d3y          d5y          d7y
                 i.e    3
                           0 or      5
                                         0 or    7
                                                     0 etc
                     dx            dx          dx
                      then it is a point of inflection
Alternative Way of Finding
            Inflection Points
                                           d2y
Possible points of inflection occur when 2  0
                                           dx
             If the first non-zero derivative is of odd order,
                     d3y          d5y          d7y
                 i.e    3
                           0 or      5
                                         0 or    7
                                                     0 etc
                     dx            dx          dx
                      then it is a point of inflection
             If the first non-zero derivative is of even order,
                      d4y          d6y          d8y
                 i.e     4
                            0 or     6
                                         0 or     8
                                                      0 etc
                      dx           dx           dx
                     then it is not a point of inflection
d3y
e.g. 3  24
    dx
d3y
e.g. 3  24
    dx
             1 d3y
   when x   , 3  24  0
             2 dx
d3y
e.g. 3  24
    dx
               1 d3y
   when x   , 3  24  0
               2 dx
  there is a change in concavity
d3y
e.g. 3  24
    dx
               1 d3y
   when x   , 3  24  0
               2 dx
  there is a change in concavity

    1 
    ,3  is a point of inflection
    2 
d3y
e.g. 3  24
    dx
               1 d3y
   when x   , 3  24  0
               2 dx
  there is a change in concavity

    1 
    ,3  is a point of inflection
    2 




                     Exercise 10E; 1, 2bc, 3, 6ac,
                      7bd, 8, 10, 12, 14, 16, 18

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11 x1 t10 04 concavity (2012)

  • 2. Concavity The second deriviative measures the change in slope with respect to x, this is known as concavity
  • 3. Concavity The second deriviative measures the change in slope with respect to x, this is known as concavity If f  x   0, the curve is concave up
  • 4. Concavity The second deriviative measures the change in slope with respect to x, this is known as concavity If f  x   0, the curve is concave up If f  x   0, the curve is concave down
  • 5. Concavity The second deriviative measures the change in slope with respect to x, this is known as concavity If f  x   0, the curve is concave up If f  x   0, the curve is concave down If f  x   0, possible point of inflection
  • 6. Concavity The second deriviative measures the change in slope with respect to x, this is known as concavity If f  x   0, the curve is concave up If f  x   0, the curve is concave down If f  x   0, possible point of inflection e.g. By looking at the second derivative sketch y  x 3  5 x 2  3x  2
  • 7. Concavity The second deriviative measures the change in slope with respect to x, this is known as concavity If f  x   0, the curve is concave up If f  x   0, the curve is concave down If f  x   0, possible point of inflection e.g. By looking at the second derivative sketch y  x 3  5 x 2  3x  2 dy  3x 2  10 x  3 dx
  • 8. Concavity The second deriviative measures the change in slope with respect to x, this is known as concavity If f  x   0, the curve is concave up If f  x   0, the curve is concave down If f  x   0, possible point of inflection e.g. By looking at the second derivative sketch y  x 3  5 x 2  3x  2 dy  3x 2  10 x  3 dx d2y 2  6 x  10 dx
  • 9. Concavity The second deriviative measures the change in slope with respect to x, this is known as concavity If f  x   0, the curve is concave up If f  x   0, the curve is concave down If f  x   0, possible point of inflection e.g. By looking at the second derivative sketch y  x 3  5 x 2  3x  2 dy  3x 2  10 x  3 dx d2y 2  6 x  10 dx d2y Curve is concave up when 2  0 dx
  • 10. Concavity The second deriviative measures the change in slope with respect to x, this is known as concavity If f  x   0, the curve is concave up If f  x   0, the curve is concave down If f  x   0, possible point of inflection e.g. By looking at the second derivative sketch y  x 3  5 x 2  3x  2 dy  3x 2  10 x  3 dx d2y 2  6 x  10 dx d2y Curve is concave up when 2  0 dx i.e. 6 x  10  0 5 x 3
  • 11. Concavity The second deriviative measures the change in slope with respect to x, this is known as concavity If f  x   0, the curve is concave up If f  x   0, the curve is concave down If f  x   0, possible point of inflection e.g. By looking at the second derivative sketch y  x 3  5 x 2  3x  2 dy y  3x 2  10 x  3 dx d2y 2  6 x  10 dx d2y Curve is concave up when 2  0 5 x dx  i.e. 6 x  10  0 3 5 x 3
  • 12. Concavity The second deriviative measures the change in slope with respect to x, this is known as concavity If f  x   0, the curve is concave up If f  x   0, the curve is concave down If f  x   0, possible point of inflection e.g. By looking at the second derivative sketch y  x 3  5 x 2  3x  2 dy y  3x 2  10 x  3 dx d2y 2  6 x  10 dx d2y Curve is concave up when 2  0 5 x dx  i.e. 6 x  10  0 3 5 x 3
  • 14. Turning Points All turning points are stationary points.
  • 15. Turning Points All turning points are stationary points. If f  x   0, minimum turning point
  • 16. Turning Points All turning points are stationary points. If f  x   0, minimum turning point If f  x   0, maximum turning point
  • 17. Turning Points All turning points are stationary points. If f  x   0, minimum turning point If f  x   0, maximum turning point e.g. Find the turning points of y  x 3  x 2  x  1
  • 18. Turning Points All turning points are stationary points. If f  x   0, minimum turning point If f  x   0, maximum turning point e.g. Find the turning points of y  x 3  x 2  x  1 dy  3x 2  2 x  1 dx
  • 19. Turning Points All turning points are stationary points. If f  x   0, minimum turning point If f  x   0, maximum turning point e.g. Find the turning points of y  x 3  x 2  x  1 dy  3x 2  2 x  1 dx d2y 2  6x  2 dx
  • 20. Turning Points All turning points are stationary points. If f  x   0, minimum turning point If f  x   0, maximum turning point e.g. Find the turning points of y  x 3  x 2  x  1 dy  3x 2  2 x  1 dx d2y 2  6x  2 dx dy Stationary points occur when  0 dx
  • 21. Turning Points All turning points are stationary points. If f  x   0, minimum turning point If f  x   0, maximum turning point e.g. Find the turning points of y  x 3  x 2  x  1 dy  3x 2  2 x  1 dx d2y 2  6x  2 dx dy Stationary points occur when  0 dx i.e. 3x 2  2 x  1  0
  • 22. Turning Points All turning points are stationary points. If f  x   0, minimum turning point If f  x   0, maximum turning point e.g. Find the turning points of y  x 3  x 2  x  1 dy  3x 2  2 x  1 dx d2y 2  6x  2 dx dy Stationary points occur when  0 dx i.e. 3x 2  2 x  1  0 3x  1 x  1  0
  • 23. Turning Points All turning points are stationary points. If f  x   0, minimum turning point If f  x   0, maximum turning point e.g. Find the turning points of y  x 3  x 2  x  1 dy  3x 2  2 x  1 dx d2y 2  6x  2 dx dy Stationary points occur when  0 dx i.e. 3x 2  2 x  1  0 3x  1 x  1  0 1 x  or x  1 3
  • 24. d2y when x  1, 2  6 1  2 dx  4  0
  • 25. d2y when x  1, 2  6 1  2 dx  4  0  - 1,2 is a maximum turning point
  • 26. d2y when x  1, 2  6 1  2 dx  4  0  - 1,2 is a maximum turning point 1 d2y 1 when x  , 2  6   2 3 dx  3 40
  • 27. d2y when x  1, 2  6 1  2 dx  4  0  - 1,2 is a maximum turning point 1 d2y 1 when x  , 2  6   2 3 dx  3 40  1 22    ,  is a minimum turning point  3 27 
  • 29. Inflection Points A point of inflection is where there is a change in concavity, to see if there is a change, check either side of the point.
  • 30. Inflection Points A point of inflection is where there is a change in concavity, to see if there is a change, check either side of the point. e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2
  • 31. Inflection Points A point of inflection is where there is a change in concavity, to see if there is a change, check either side of the point. e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2 dy d2y  12 x 2  12 x 2  24 x  12 dx dx
  • 32. Inflection Points A point of inflection is where there is a change in concavity, to see if there is a change, check either side of the point. e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2 dy d2y  12 x 2  12 x 2  24 x  12 dx dx 2 d y Possible points of inflection occur when 2  0 dx
  • 33. Inflection Points A point of inflection is where there is a change in concavity, to see if there is a change, check either side of the point. e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2 dy d2y  12 x 2  12 x 2  24 x  12 dx dx 2 d y Possible points of inflection occur when 2  0 dx i.e. 24 x  12  0 1 x 2
  • 34. Inflection Points A point of inflection is where there is a change in concavity, to see if there is a change, check either side of the point. e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2 dy d2y  12 x 2  12 x 2  24 x  12 dx dx 2 d y Possible points of inflection occur when 2  0 dx  i.e. 24 x  12  0 1 1 1  1 x   x 2 2 2 2 d2y 0 dx 2
  • 35. Inflection Points A point of inflection is where there is a change in concavity, to see if there is a change, check either side of the point. e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2 dy d2y  12 x 2  12 x 2  24 x  12 dx dx 2 d y Possible points of inflection occur when 2  0 dx  i.e. 24 x  12  0 1 1 1  1 x   x 2 2 2 (0) 2 d2y 0 (12) dx 2
  • 36. Inflection Points A point of inflection is where there is a change in concavity, to see if there is a change, check either side of the point. e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2 dy d2y  12 x 2  12 x 2  24 x  12 dx dx 2 d y Possible points of inflection occur when 2  0 dx  i.e. 24 x  12  0 1 1 1  1 x   x 2 (-1) 2 2 (0) 2 d 2 y (-12) 0 (12) dx 2
  • 37. Inflection Points A point of inflection is where there is a change in concavity, to see if there is a change, check either side of the point. e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2 dy d2y  12 x 2  12 x 2  24 x  12 dx dx 2 d y Possible points of inflection occur when 2  0 dx  i.e. 24 x  12  0 1 1 1  1 x   x 2 (-1) 2 2 (0) 2  there is a change in concavity d 2 y (-12) 0 (12) dx 2
  • 38. Inflection Points A point of inflection is where there is a change in concavity, to see if there is a change, check either side of the point. e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2 dy d2y  12 x 2  12 x 2  24 x  12 dx dx 2 d y Possible points of inflection occur when 2  0 dx  i.e. 24 x  12  0 1 1 1  1 x   x 2 (-1) 2 2 (0) 2  there is a change in concavity d 2 y (-12) 0 (12)  1     ,3  is a point of inflection dx 2  2 
  • 39. Inflection Points A point of inflection is where there is a change in concavity, to see if there is a change, check either side of the point. e.g. Find the inflection point(s) of y  4 x 3  6 x 2  2 dy d2y  12 x 2  12 x 2  24 x  12 dx dx 2 d y Possible points of inflection occur when 2  0 dx  i.e. 24 x  12  0 1 1 1  1 x   x 2 (-1) 2 2 (0) 2  there is a change in concavity d 2 y (-12) 0 (12)  1     ,3  is a point of inflection dx 2  2  dy d2y d3y Horizontal Point of Inflection; 0 2 0 3 0 dx dx dx
  • 40. Alternative Way of Finding Inflection Points
  • 41. Alternative Way of Finding Inflection Points d2y Possible points of inflection occur when 2  0 dx
  • 42. Alternative Way of Finding Inflection Points d2y Possible points of inflection occur when 2  0 dx If the first non-zero derivative is of odd order, d3y d5y d7y i.e 3  0 or 5  0 or 7  0 etc dx dx dx then it is a point of inflection
  • 43. Alternative Way of Finding Inflection Points d2y Possible points of inflection occur when 2  0 dx If the first non-zero derivative is of odd order, d3y d5y d7y i.e 3  0 or 5  0 or 7  0 etc dx dx dx then it is a point of inflection If the first non-zero derivative is of even order, d4y d6y d8y i.e 4  0 or 6  0 or 8  0 etc dx dx dx then it is not a point of inflection
  • 44. d3y e.g. 3  24 dx
  • 45. d3y e.g. 3  24 dx 1 d3y when x   , 3  24  0 2 dx
  • 46. d3y e.g. 3  24 dx 1 d3y when x   , 3  24  0 2 dx  there is a change in concavity
  • 47. d3y e.g. 3  24 dx 1 d3y when x   , 3  24  0 2 dx  there is a change in concavity  1     ,3  is a point of inflection  2 
  • 48. d3y e.g. 3  24 dx 1 d3y when x   , 3  24  0 2 dx  there is a change in concavity  1     ,3  is a point of inflection  2  Exercise 10E; 1, 2bc, 3, 6ac, 7bd, 8, 10, 12, 14, 16, 18