What geometric construct was required in the geocentric model to explain the observed retrograde motions of outer planets?

Answer

Epicycles (circles upon circles)

The geocentric model often required complex patterns involving circles upon circles, known as epicycles, to mathematically account for the observed retrograde motions.

What geometric construct was required in the geocentric model to explain the observed retrograde motions of outer planets?
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