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Given y = ax2 + bx and a table of x and y values, estimate the values of a and b.

Mathematics

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Answer

a=2,b=4a=2, b=4

Step-by-step solution

4 steps

To estimate the values of aa and bb from the given expression y=ax2+bxy = ax^2 + bx, we first need to transform it into the equation of a straight line, Y=mX+cY = mX + c.

  1. Rearrange the equation into a linear form.

    The given equation is y=ax2+bxy = ax^2 + bx.
    To make it linear, we can divide the entire equation by xx (assuming x≠0x \neq 0):

    yx=ax2x+bxx\frac{y}{x} = \frac{ax^2}{x} + \frac{bx}{x} yx=ax+b\frac{y}{x} = ax + b

    Now, let Y=yxY = \frac{y}{x} and X=xX = x. The equation becomes:

    Y=aX+bY = aX + b

    This is in the form of a straight line Y=mX+cY = mX + c, where the gradient m=am = a and the Y-intercept c=bc = b.

  2. Calculate the values for XX and YY using the given table.

    The original table is:

    xx123456
    yy61630487096

    Now, we calculate Y=yxY = \frac{y}{x} for each pair:

    • For x=1,y=6x=1, y=6: Y=61=6Y = \frac{6}{1} = 6
    • For x=2,y=16x=2, y=16: Y=162=8Y = \frac{16}{2} = 8
    • For x=3,y=30x=3, y=30: Y=303=10Y = \frac{30}{3} = 10
    • For x=4,y=48x=4, y=48: Y=484=12Y = \frac{48}{4} = 12
    • For x=5,y=70x=5, y=70: Y=705=14Y = \frac{70}{5} = 14
    • For x=6,y=96x=6, y=96: Y=966=16Y = \frac{96}{6} = 16

    The new table for plotting the straight-line graph is:

    X=xX = xY=yxY = \frac{y}{x}
    16
    28
    310
    412
    514
    616
  3. Draw a suitable straight-line graph.

    To draw the graph:

    • Plot the points (X,Y)(X, Y) from the table above on a graph paper.
    • The horizontal axis (X-axis) should represent xx.
    • The vertical axis (Y-axis) should represent yx\frac{y}{x}.
    • Draw a straight line that passes through all these points. (In this case, the points are perfectly collinear).
  4. Estimate the values of aa and bb from the graph.

    From the linear equation Y=aX+bY = aX + b:

    • The value of aa is the gradient of the straight line.
    • The value of bb is the Y-intercept (the value of YY when X=0X=0).

    To find the gradient aa:
    We can use any two points from the transformed table, for example, (X1,Y1)=(1,6)(X_1, Y_1) = (1, 6) and (X2,Y2)=(6,16)(X_2, Y_2) = (6, 16).

    a=Y2−Y1X2−X1=16−66−1=105=2a = \frac{Y_2 - Y_1}{X_2 - X_1} = \frac{16 - 6}{6 - 1} = \frac{10}{5} = 2

    To find the Y-intercept bb:
    We can substitute the value of aa and any point (X,Y)(X, Y) into the equation Y=aX+bY = aX + b. Let's use the point (1,6)(1, 6):

    6=(2)(1)+b6 = (2)(1) + b 6=2+b6 = 2 + b b=6−2b = 6 - 2 b=4b = 4

    Thus, the estimated values are a=2a=2 and b=4b=4.

    The final answer is a=2,b=4a=2, b=4.

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