Our overall objective is to discover profitable trading strategies
This objective is typical in many important ways:
- The goal is to discover not just knowledge, but actionable knowledge.
- Many and varied real-world constraints must be taken into account.
- Others have presumably already exploited easy "wins”.
- The environment is always changing.
- Overfitting is a major danger.