Ive read a couple of books and heard a few podcasts that have discussed this topic, and the short answer is: No. There is no secret method to this.
Some swear to optimizing as much as possible, some say to optimize more like “Making ur hand fit in a mitten vs fitting it in a glove”. meaning instead of maybe looking for intervals of 1 when trying to find “Set stop ploss N1”, rather use an interval of 5, or 10. Or maybe use % instead of pips.
There is no “correct” answer in my eyes, everything and nothing will and can and wont work 🙂
My beliefs are that less degrees of freedom = better. meaning the less variable u can optimize, the more “mitten” vs “glove” you have.
The mitten vs glove is probably my favorite analogy. The markets will never stay exactly the same, and losses are inevitable. We have just had 10 years of low volatile upwards markets, now we’re stuck in a voaltile hell-hole where stock indicies are jumping +/-5% daily it feels like. Even up and down multiple % on the same days. its pretty crazy. What worked good in low-volatile markets might be taking huge hits now that the swings are back. personally i try to only make algos that do OK in both types of markets. Backtest over 10 years including the 2008 crisis will help u show if ur algo will make it or break it.
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