Milne-Simpson’s Method

Numerical Methods

Source inspiration: (Mathew 2000-2019).

Description

Milne-Simpson’s method is a multistep predictor-corrector method for initial value problems \(y' = f(t,y)\). It uses a 4-step Milne predictor and a Simpson-style corrector:

\[ y_{n+1}^{(p)} = y_{n-3} + \frac{4h}{3}\left(2f_{n-2} - f_{n-1} + 2f_n\right), \]

\[ y_{n+1} = y_{n-1} + \frac{h}{3}\left(f_{n-1} + 4f_n + f(t_{n+1},y_{n+1}^{(p)})\right). \]

Because the method is not self-starting, several initial points are generated with one-step RK4 before predictor-corrector stepping begins.

Animations

The animation below reconstructs legacy Example 11 from the Mathews module using the IVP \(y' = t^2 + y^2\), \(y(0)=1\). A dashed high-accuracy RK4 trajectory (\(h=10^{-4}\)) is shown as reference.

Legacy archive note: the local mirror is missing several Example 11 image IDs; the equation and behavior were recovered from the module link and remaining assets, with missing image files fetched from the Fullerton archive.

Case 1 - Milne-Simpson predictor-corrector, \(y' = t^2 + y^2\), \(y(0)=1\), \(0 \le t \le 0.9\)

Behavior: The Milne-Simpson trajectory follows the RK4 reference closely in the pre-asymptotic range and shows the characteristic rapid growth trend of this Riccati equation as \(t\) approaches the blow-up region.

Julia source

Milne-Simpson predictor-corrector trajectory versus high-accuracy RK4 reference for y’ = t^2 + y^2, y(0)=1 on [0,0.9]

Derivation Notes (Planned)

Short derivations will be added to explain the core equations and assumptions.

Worked Example (Planned)

A compact numerical example with intermediate steps will be included.

Implementation Notes (Planned)

Implementation details, numerical stability notes, and practical pitfalls will be added.

Legacy Animation Inventory (Stub)

  • Legacy module page: Milne-Simpson’s Method (ok)
  • Animation links found in module Animations paragraph: 4
  • Unique animation portals: 1

Animation Portals

  1. Milne-Simpson’s Method (ok)
  • Animation item links found: 1

Animation Items

  1. Milne-Simpson Method (ok)
  • Main animated GIF count: 1
  • http://localhost:8000/a2001/Animations/OrdinaryDE/Milne1/Milneaa.gif

References

Mathew, John H. 2000-2019. Numerical Analysis - Numerical Methods Modules. https://web.archive.org/web/20190808102217/http://mathfaculty.fullerton.edu/mathews/n2003/NumericalUndergradMod.html.