Numerical Methods - [Pure 4]. Flashcards

1
Q

What two things do you have to state to show there is a root between two points?

A
  • f(x) is continuous.
  • There is a change of sign.
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2
Q

How would you show that an equation had a root between ‘a’ and ‘b’ ?

A

Sub x = ‘a’ and x = ‘b’ into f(x), replacing x in the equation with your roots and one answer should be +ve and the other -ve for there to be a root between them. Then you state f(x) is continuous and there is a change of sign.

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3
Q

What do you need to do to show there is a root between the intersection of two equations?

A

Sub one equation into the other and rearrange to make that equal to zero. Then sub in your values in which the root supposedly lies in between. Look for a +ve and -ve answer.

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4
Q

How do you show there is a sign change in the interval (a,b) for example?

A

Sub ‘a’ and ‘b’ into the equation. Look for a sign change and use the appropriate greater than, less than or greater to or less than and equal to symbols.

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5
Q

How is a graph of: f(x) = 1/x+a for example, not appropriate?

A

Because it is not a continuous graph.

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6
Q

What is the iterative formula?

A

xn+1 = gx(n) where the starting point (x1) is close to the root but x2, x3… converges to the root.

For solving numerically.

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7
Q

How do you use the Iterative Formula?

A

Type the value of x1 into your calc and press EXE. Sub in ‘Ans’ to the ‘x’ position in the equation and keep pressing EXE until the required xn.

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8
Q

How do you know if a graph is divergent?

A

The values of ‘x1, x2, x3…’ keep getting bigger.

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9
Q

How do you know if a graph is convergent?

A

The values of ‘x1, x2, x3…’ keep getting smaller and closer to the root (limit).

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10
Q

If a sequence is convergent how do you find the limit?

A

Keep pressing EXE on the calculator until the value doesnt change anymore. Round to the amount of sig fig/ decimal places stated in the question.

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11
Q

How do you make Cobweb/ Staircase Diagrams?

A

The value of x1 goes vertically up until it touches your curve, then it goes right until it touches the line y = x and so on, hitting the curve then line.

ALWAYS up/down to CURVE, then across to the LINE, then CURVE and so on…

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12
Q

Where do the curve and line converge to in a cobweb/ staircase diagram?

A

To the point of intersection of the curve and line.

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13
Q

When will a sequence converge in a cobweb/ staircase diagram?

A

When the first intersection to the curve has a gradient at that point between 1 and -1.

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14
Q

When won’t a sequence converge in a cobweb/ staircase diagram?

A

When the first intersection to the curve has a gradient at that point more than 1 or less than -1.

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15
Q

How does the Newton-Raphson method work?

A

It uses the gradient of a curve at a point to find a tangent from that point to give you the root of that tangent.

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16
Q

In the Newton-Raphson method, what is the root of the tangent?

A

An approximation of the actual root.

17
Q

What is the formula for the Newton-Raphson method, solving f(x) = 0?

A

xn+1 = xn - f(xn)/f’(xn).

18
Q

What two things may explain why the Newton-Raphson Method may fail?

A
  1. If the function can’t be differentiated.
  2. The first approximation is too close to or on the x coordinate of a stationary point, so it diverges or converges to a different root.
19
Q

Explain how to use the Newton-Raphson method?

A

Firstly, find f(x) and f’(x). Then sub these into the formula and then sub in the given value of x1.

20
Q

Why might you need to read the question again?

A

To check amount of significant figures, or whether it wants x2, x3 or so on…