In the paper，the global convergence of simple genetic algorithm (SGA)，optimum maitaining SGA (OMSGA) and adaptive genetic algorithm is analyzed using homogeneous finite Markov chain and the computational efficiency is discussed. The limit distribution probabillity principle is obtained，which is useful to guide the design of gene operation schemes.