A conjecture of AutoGraphiX on the relation between the Randi'c index and the algebraic connectivity of a connected graph is: with equality if and only if is , which was proposed by Aouchiche and Hansen [M. Aouchiche and P. Hansen, A survey of automated conjectures in spectral graph theory, {\it Linear Algebra Appl.} {\bf 432}(2010), 2293–2322]. We prove that the conjecture holds for all trees and all connected graphs with edge connectivity , and if , the conjecture holds for sufficiently large . The conjecture also holds for all connected graphs with diameter or minimum degree $\delta\geq \frac n 2R\cdot a\geq \frac {8\sqrt{n-1}}{nD^2}R\cdot a\geq \frac {n\delta(2\delta-n+2)} {2(n-1)}R\cdot a$ is minimum for the path if or .

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