Numerical methodsLesson 1 of 1 in the course Root finding

Bisection: Root Bracketing, Stopping Criteria, and Higher-Dimensional Variants

5 flashcards · 5 quiz questions · 5 match pairs · 5 fill-in sentences · English

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Summary

The bisection method is a reliable way to approximate a root of a continuous function when you know an interval whose endpoints give function values with opposite signs. This lesson introduces the bracketing principle, explains each iteration, and works through a polynomial example.

A root of ff is a value xx for which f(x)=0f(x)=0. Suppose ff is continuous on [a,b][a,b] and f(a)f(a) and f(b)f(b) have opposite signs. The intermediate value theorem guarantees that ff takes the value zero somewhere between the endpoints. We say that [a,b][a,b] brackets a root.

All flashcards

What does it mean for an interval to bracket a root?
For a continuous function, its endpoint values have opposite signs, guaranteeing at least one root in the interval.
How does bracket width bound the midpoint's root error?
If the bracket contains a root, the midpoint is at most half the bracket width from that root.
Why does a small residual not always imply an accurate root approximation?
A function may change very slowly near a root, so a small function value can occur far from it.
What is a sign vector in two-dimensional characteristic bisection?
The pair of signs of the two component-function values at a point.
What does relative change measure in an iterative computation?
The absolute change between successive approximations divided by the magnitude of the current approximation.

Quiz questions

  1. For successive approximations pNp_N and pN−1p_{N-1}, which condition expresses an absolute-change stopping criterion?Answer: ∣pN−pN−1∣<ϵ|p_N-p_{N-1}|<\epsilon
  2. A root is known to lie in a current bisection interval of width ww. What is the greatest possible distance from its midpoint to that root?Answer: At most w/2w/2.
  3. In characteristic bisection, what makes an edge proper?Answer: Its endpoint sign vectors differ in exactly one component.
  4. What concept can help establish that a region contains a common zero in a higher-dimensional generalized bisection method?Answer: Topological degree.
  5. In two dimensions, which sign vectors must appear among the vertices of a characteristic quadrilateral?Answer: The four combinations (−,−)(-,-), (−,+)(-,+), (+,−)(+,-), and (+,+)(+,+).

Based on the Wikipedia article Bisection method, licensed CC BY-SA 4.0. Adapted into a summary, flashcards and quizzes.

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