2.1 Flashcards

1
Q

What is the intermediate value theorem?

A

if f is continuous from a to b and K is any number between f(a) and f(b), then there exists a number, c, between a and b where f(c) = K

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2
Q

What is the underlying theorem of the bisection method?

A

if f is continuous from a to b with f(a) and f(b) of opposite sign, then there exists a root between a and b

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3
Q

What is the general algorithm of the bisection method?

A
Set a1=a, b1=b, p1 = (a1+b1)/2 = a1 + (b1-a1)/2
if f(p1) = 0, then p = p1 STOP
if sign(f(p1)) == sign(f(a))
     p is within (p1, b1). Set a2=p1, b2=b1
else
    p is within (p1, b1). Set a2=a1, b2=p1
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4
Q

When are the 2 times the bisection method fails?

A
  1. f(x) is continuous, but has no sign change

2. f(x) is not continuous, but has a sign change

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5
Q

In practice, which 2 stopping criteria should we use?

A
  1. Stop after a fixed number of iterations and

2. |pn-p(n-1)| < tol

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6
Q

__________ the starting interval decreases the number of operations

A

Minimizing

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7
Q

For the order of convergence, which 2 constants do we use to define the speed?

A

Lambda and alpha

Lambda affects speed, but alpha affects the order, which affects the speed much more

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8
Q

When a = 1, convergence is ______. When a = 2, convergence is _________.

A

linear, quadratic

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9
Q

What order of convergence is the bisection method and what is it’s lambda value?

A

linear and lambda = 1/2. It is quite slow, but reliable

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