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Using Logs to Linearise Curves
How to linearise y = axb Demo for Swine Flu CW Link How to linearise y = abx Link
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Linearising a power equation using logs y = axb Swine Flu
2 4 6 8 10 12 14 16 18 20 22 y 9.5 24 43 64 87.9 113 141 170 200 232 265 This graph is NOT linear
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Linearising a power equation using logs y = axb
log y = log (axb) log y = log a + logxb log y = log a + blogx log y = blogx + log a Taking logs of both sides log(ab) = log(a) + log(b) log(ax) = xlog(a) Y m X c This is of the form y = mx + c. gradient = b y intercept = log a So make a new table of values where Y = log y and X = log x
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From the graph gradient y intercept m = 1.3962 c = 0.5485 x 2 4 6 8 10
12 14 16 18 20 22 y 9.5 24 43 64 87.9 113 141 170 200 232 265 x=log x 0.30 0.60 0.78 0.90 1.00 1.08 1.15 1.20 1.26 1.30 1.34 y=log y 0.98 1.38 1.63 1.81 1.94 2.05 2.15 2.23 2.30 2.37 2.42 From the graph gradient y intercept m = c =
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y = axb Y m X c log y = blogx + log a Y = X gradient = m = = b y intercept = c = = log a Forwards and backwards a log it 10 it = a a = = 3.54
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Check if the answer is consistent with the table
Using the equation y = 3.54x If x = 5.5 find y y = 3.54× = 38.2 Check if the answer is consistent with the table x 2 4 6 8 10 12 14 16 18 20 22 y 9.5 24 43 64 87.9 113 141 170 200 232 265 x = 5.5 find y y = 38.2 which is consistent with the table
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Using the equation y = 3.54x If y = 100 find x 100 = 3.54x1.3962 log100 = log(3.54x1.3962) = log(3.54)+log(x1.3962) = log(3.54) log(x) log both sides log(ab) = log(a) + log(b) log(ax) = xlog(a)
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Forwards and backwards
log 100= log(3.54) log(x) Forwards and backwards x log it × +log3.54 = log 100 log100 –log 3.54 ÷ 10 it = x x = 10.97 Check if the answer is consistent with the table x 2 4 6 8 10 12 14 16 18 20 22 y 9.5 24 43 64 87.9 113 141 170 200 232 265 y = find x x = which is consistent with the table
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Using logs to Linearise the Data
x 1 2 3 4 5 6 7 8 9 10 y 111 98 87 77 69 61 54 47 42 38 The equation is y = abx This graph is NOT linear
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Using logs to Linearise the Data
x 1 2 3 4 5 6 7 8 9 10 y 111 98 87 77 69 61 54 47 42 38 The equation is y = abx log y = log(abx) log y = log a + logbx Using the addition rule log(AB) = logA + logB log y = log a + (xlogb) Using the drop down infront rule log y = (logb) x + loga Rearranging to match with y = mx + c Take logs of both sides
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log y = (logb)x + loga Rearranging to match with y=mx + c
Matching up : Y axis = log y gradient =m = logb x axis = x C = log a So make a new table of values x = x Y = logy
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Plot x values on the x axis and logy values on the y axis x 1 2 3 4 5
6 7 8 9 10 y 111 98 87 77 69 61 54 47 42 38 logy 2.05 1.99 1.94 1.89 1.84 1.79 1.73 1.67 1.62 1.58 Plot x values on the x axis and logy values on the y axis
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The equation of the line is
y = x Y m X c log y = logb x + loga Matching up : y = mx + c gradient = log b = C = log a =
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gradient = log b = To find b do forwards and back b log it = –0.0522 Backwards – 10 it b b = 10– =
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y intercept = log a = To find a do forwards and back a log it = Backwards 10 it a a = = 125.1
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The exponential equation is y = abx
y = 125.1×0.887x
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Check if the answer is consistent with the table
Using the equation y = 125.1×0.887x If x = 5.5 find y y = 125.1× = 64.7 Check if the answer is consistent with the table x 1 2 3 4 5 6 7 8 9 10 y 111 98 87 77 69 61 54 47 42 38 x = 5.5 find y y = 64.7 which is consistent with the table
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Using the equation y = 125.1×0.887x If y = 65 find x 65 = 125.1×0.887x log65 = log(125.1×0.887x) = log(125.1)+log(0.887x) = log(125.1)+xlog(0.887) Take logs of both sides Using the addition rule log(AB) = logA + logB Using the drop down infront rule
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Forwards and backwards
log 65 = log(125.1)+xlog(0.887) Forwards and backwards x ×log0.887 +log = log65 log65 –log ÷log0.887 = x x = 5.46 Check if the answer is consistent with the table x 1 2 3 4 5 6 7 8 9 10 y 111 98 87 77 69 61 54 47 42 38 y = 65 find x x = 5.46 which is consistent with the table
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