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What's the appropriated way to give rating to any trading system?

I would like to automatically generate score for any trading system based on personal preference. For example, I want system that should has 15% annualized return, less than 20% max drawdown and 2 sharpe ratio. What's the best system that match my criteria?

Some system might has 25% annualized return with 22% max drawdown. Some system might has 10% annualized return with 10 sharpe ratio. Do you have any mathematically idea to give rating to any trading system?

PS. All of my criteria are quite criteria. The selected system might has a bit higher or lower value of any performance metrics.

1 response

I don't think there is an exact solution, you can actually check the current contest here, they have a ranking system for algorithms which when not trying to be gamed may actually work pretty well.
When I do my own ranking I put a lot more weight on draw-down