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Algebra · Iteration

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Rearranging an equation into iterative form

How "show that the equation can be written as x = g(x)" works — isolate a lone x by honest rearranging — and why that form is exactly what an iteration machine needs.

Algebra · Iteration

Rearranging an equation into iterative form

How "show that the equation can be written as x = g(x)" works — isolate a lone x by honest rearranging — and why that form is exactly what an iteration machine needs.

Why it works

An iteration machine needs the equation in the shape x=g(x)x = g(x) — "xx equals a formula involving xx" — because that's what lets an estimate be FED IN on the right to produce a new estimate on the left. "Show that x33x5=0x^3 - 3x - 5 = 0 can be rearranged to give x=3x+53x = \sqrt[3]{3x + 5}" is a rearranging proof:

x33x5=0    x3=3x+5    x=3x+53.x^3 - 3x - 5 = 0 \;\Rightarrow\; x^3 = 3x + 5 \;\Rightarrow\; x = \sqrt[3]{3x + 5}.

Two honest moves — isolate the x3x^3, then cube-root both sides. In a "show that", every step must be visible; jumping from the equation to the target form earns nothing.

Different isolations give different iterative forms. From x3+4x9=0x^3 + 4x - 9 = 0, isolating the 4x4x instead gives 4x=9x34x = 9 - x^3, so x=9x34x = \frac{9 - x^3}{4} — also valid. An exam "show that" names its target: read which xx was isolated and steer the algebra there, not to the rearrangement you'd have chosen. (Not every rearrangement makes a GOOD iteration — some spiral away rather than settle — but the exam only ever asks you to use the one it gives.)

Square-root forms follow the same pattern. From x25x3=0x^2 - 5x - 3 = 0: isolate x2=5x+3x^2 = 5x + 3 and take the (positive) square root: x=5x+3x = \sqrt{5x + 3}.

The full exam pipeline is usually three parts, one skill each:
  1. show a root exists between aa and bb (sign change);
  2. show the equation rearranges to x=g(x)x = g(x) (this concept);
  3. iterate from a seed to estimate the root (previous concept).
Each part hands its result to the next — the rearranged form in part 2 IS the machine run in part 3, and the interval from part 1 tells you the answer is plausible.