The 2 papers below giveshow that the expected efficiency of the method of simply running a random walk on your graph, until the $n$ nodes are covered, betweenranges from $n\ln n$ steps on a nice graph like the complete one, andto $\tfrac4{27}n^3$ steps on the lollipop graph, cf.:
U. Feige, A tight upper bound on the cover time for random walks on graphs, Random Struct Alg 6(1) (1995), 51-54.
U. Feige, A tight lower bound on the cover time for random walks on graphs, Random Struct Alg 6(4) (1995), 433-438.