The Randić index of a graph , denoted by , is defined as the sum of over all edges of , where denotes the degree of a vertex in . Denote by the matching number, i.e., the number of edges in a maximum matching of . A conjecture of AutoGraphiX on the relation between the Randić index and the matching number of a connected graph states: for any connected graph of order with Randić index and matching number ,
with equality if and only if is a complete bipartite graph with , which was proposed by Aouchiche et al. In this paper, we confirm this conjecture for some classes of graphs.