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28 August, 23:26

In laymans terms, what are iterations in maths

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  1. 29 August, 01:51
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    Iteration

    Iteration is a way of solving equations. You would usually use iteration when you cannot solve the equation any other way.

    An iteration formula might look like the following:

    x n+1 = 2 + 1

    xn.

    You are usually given a starting value, which is called x0. If x0 = 3, for example, you would substitute 3 into the original equation where it says xn. This will give you x1. (This is because if n = 0, x1 = 2 + 1/x0 and x0 = 3).

    x1 = 2 + 1/3 = 2.333 333 (by substituting in 3).

    To find x2, substitute the value you found for x1.

    x2 = 2 + 1 / (2.333 333) = 2.428 571

    Repeat this until you get an answer to a suitable degree of accuracy. This may be about the 5th value for an answer correct to 3s. f. In this example, x5 = 2.414 ...

    Example

    a) Show that x = 1 + 11 x - 3

    is a rearrangement of the equation x² - 4x - 8 = 0.

    b) Use the iterative formula X n+1 = 1 + 11

    x n - 3

    together with a starting value of x1 = - 2 to obtain a root of the equation x² - 4x - 8 = 0 accurate to one decimal place.

    a) multiply everything by (x - 3):

    x (x - 3) = 1 (x - 3) + 11

    so x² - 3x = x + 8

    so x² - 4x - 8 = 0

    b) x1 = - 2

    x2 = 1 + 11 (substitute - 2 into the iteration formula)

    -2 - 3

    = - 1.2

    x3 = 1 + 11 (substitute - 1.2 into the above formula)

    -1.2 - 3

    = - 1.619

    x4 = - 1.381

    x5 = - 1.511

    x6 = - 1.439

    x7 = - 1.478

    therefore, to one decimal place, x = 1.5.
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