Dynamic asset allocation — Chasing a moving target

Dynamic construction of optimal portfolio is investigated. Multiple assets are allocated and rebalanced periodically based on different principles. We develop several dynamic allocation strategies to maximize long-term portfolio value based on Kelly's approach related to mutual information. We show that the resulting asset allocation strategy outperforms the traditional approaches and produces an excellent trade-off between risk and return. Out of sample simulation results are also provided to demonstrate the performance.