Hierarchical portfolio optimization using clustering and near-term quantum computers

This invention helps manage investment portfolios, especially when you can only buy whole shares or specific quantities. It first uses a regular computer to group similar investments into smaller, manageable sets. Then, it uses a quantum computer to precisely decide which investments to buy within each small group, specifically by allocating budget based on investment correlations and iteratively solving for asset selection.