management. Since they have a low liquidity compared to traditional assets, one needs to take into account liquidity issues when … adding them to the same portfolio. We propose a LIquidity Bounded Risk-return Optimization (LIBRO) approach, which is a … combination of risk-return portfolio optimization under liquidity constraints. In the application cryptocurrencies are included …