Extreme and Mean Ratio, Algebraic Self-Similarity & Fibonacci Growth
Euclid defines division in extreme and mean ratio (Book VI, Def. 3) with austere precision: A straight line is said to have been cut in extreme and mean ratio when, as the whole line is to the greater segment, so is the greater to the less.
Equivalently, for lesser magnitude \(a\) and greater magnitude \(b\) whose whole is \(c = a + b\):
\[\frac{a}{b} = \frac{b}{a + b}\]
Unlike an ordinary geometric mean\(\frac{a}{b} = \frac{b}{c}\) (which relates three independent magnitudes) or an arithmetic progression (which preserves additive differences), the Golden Mean requires both simultaneously: the geometric third term \(c\)is the arithmetic sum \(a + b\).
Every golden chain \(\dots, \phi^{-2}, \phi^{-1}, 1, \phi, \phi^2, \phi^3, \dots\) is simultaneously a geometric progression (each term multiplied by \(\phi\)) and an additive Fibonacci recurrence (each term equal to the sum of the two before it: \(\phi^{n+1} = \phi^n + \phi^{n-1}\))!
Because all partial quotients equal \(1\) (the smallest possible positive integer), \(\phi\) is Hurwitz’s extremal irrational—explaining why living plant meristems adopt the golden divergence angle \(2\pi/\phi^2\) in geometor/phyllotaxis.
Fibonacci (:math:`F_n`) and Lucas (:math:`L_n`) Numbers via Binet’s Exact Formulas: