Hands-On Machine Learning for Algorithmic Trading

Alternatives to mean-variance optimization

The challenges with accurate input for the mean-variance optimization problem have led to the adoption of several practical alternatives that constrain the mean, the variance, or both, or omit return estimates that are more challenging, such as the risk parity approach.