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Objective functions (was RE: [amibroker] Re: Optimization -- again)



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Like a lot of other things that sound like they SHOULD work, I have 
never found metrics related to equity curve feedback to be of much 
value in the determination of system parameter values.

--- In amibroker@xxxxxxxxxxxxxxx, "Dave Merrill" <dmerrill@xxxx> 
wrote:
> interesting as usual howard (:-). one piece I wanted to drill into 
a bit.
> 
> I wonder what the effect of using performance measures that 
concentrate on
> certain things at the expense of others actually is.
> 
> for example, my auto-optimization stuff currently uses simple 
profit per bar
> to choose parameter values. my gut-level assumption was that since 
it was
> ignoring drawdown (among other things), the resulting systems might 
have
> higher drawdown than I was comfortable with, but that profit per 
bar should
> be as good as the trading method could produce.
> 
> maybe that's not the case. maybe by choosing a more balanced 
success metric,
> not only would the other factors not considered by my simplistic 
first pass
> metric be improved, but profitability might be improved as well.
> 
> is this something you've investigated or thought about? anyone else?
> 
> dave
>   Note ? it is perfectly valid to have different objective 
functions for
> different purposes.  For example, I might be modeling the behavior 
of a
> sector, say oil services, with the intent of trading individual 
stocks based
> on what I learn.  In this case, I want to identify periods of 
rising prices
> with careful attention to turning points, but without much interest 
in
> overall profit.  On the other hand, I might be modeling individual 
high beta
> tech stocks, in which case my model includes several stop loss 
techniques
> and I care most about avoiding drawdowns.
> 
> 
> 
>   Thanks,
> 
>   Howard


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