Stability Math Example 2

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Example 2

hard
For the map g(x)=cosโก(x)g(x) = \cos(x), find the fixed point (Dottie number) approximately and determine its stability.

Solution

  1. 1
    Fixed point: solve cosโก(xโˆ—)=xโˆ—\cos(x^*) = x^*. There is no closed-form solution; numerically, xโˆ—โ‰ˆ0.7391x^* \approx 0.7391 radians (the Dottie number).
  2. 2
    Stability: gโ€ฒ(x)=โˆ’sinโก(x)g'(x) = -\sin(x). At xโˆ—โ‰ˆ0.7391x^*\approx0.7391: โˆฃgโ€ฒ(0.7391)โˆฃ=โˆฃโˆ’sinโก(0.7391)โˆฃ=sinโก(0.7391)โ‰ˆ0.6736<1|g'(0.7391)|=|{-}\sin(0.7391)|=\sin(0.7391)\approx0.6736<1.
  3. 3
    Since โˆฃgโ€ฒ(xโˆ—)โˆฃโ‰ˆ0.6736<1|g'(x^*)|\approx0.6736<1, the fixed point is stable. Iterating cosโก\cos from any starting angle (in radians) converges to โ‰ˆ0.7391\approx0.7391.

Answer

Fixed point xโˆ—โ‰ˆ0.7391x^*\approx0.7391; stable since โˆฃgโ€ฒ(xโˆ—)โˆฃโ‰ˆ0.674<1|g'(x^*)|\approx0.674<1
The Dottie number is the unique real fixed point of cosine. Its stability explains why repeatedly pressing 'cos' on a calculator (in radian mode) always converges to approximately 0.73910.7391.

About Stability

A system is stable at an equilibrium if small perturbations cause it to return toward that equilibrium; unstable if small perturbations cause it to move away.

Learn more about Stability โ†’

More Stability Examples