This article uses six different bond indexes as investment targets, including global broad market, U.S. investment grade, European investment grade, U.S. high-yield grade, European high-yield grade and Emerging market sovereign debt, using four asset allocation methods including risk parity, equal weight, minimum variance optimization, maximize Sharpe ratio allocation to construct investment portfolio. The results of the study found that risk parity is the most diversified of asset risk among four allocation methods. The risk-adjusted reward such as Sharpe ratio and Sortino ratio are the best, and the weights adjustment and turnover rates are relatively stable, which is the most suitable method to construct bond portfolio.