Posts belonging to Category 'Forex'

Two Profitable Strategies for GBP/USD

Well finally I’m getting some useful results as a result of adding the mini-tournaments with the integral validation stage. Here are two strategies trained on 5 minute GBP/USD dollar data for 2006 – 2008 that also show a profit on 2009 data :-

;; Candidate 1

long entry = (- (+ (* (min hour [...]

Initial results are disappointing

Well after several weeks of running I ended up with two contender algorithms :-

Generation 511: Best = 4962.700000
long entry = (- (+ (* (min hour bar) -30) (vol (trunc bid))) (high (- (abs -40) (abs (* bar hour)))))
long exit = (- (close (min (abs (+ bar minute)) (* (abs [...]

Added ‘Shrink’ Mutation and mini-Tournaments

Although the run was 2 days in, I had noticed that the profitability was not increasing particularly from a level of around 11,000 pips (over 21 months)  and that the programs were becoming bloated which was slowing the generations.
Even though I had reinstated the simplification process, the mutation scheme generally encourages increasing complexity over time [...]

Run One Underway

I tracked down the last remaining bug in the simplification process and did a mini run for 2 days which failed to produce any more bugs and produced a modestly profitable strategy even without stop losses and the full set of indicators.
I had previously disabled the simplification process as it contained a bug and thought [...]

Two Steps Forward, One Back

Last night I tracked down the segmentation violation that was causing my programs to bomb out – it was an error in the simplification process. I’ve been having second thoughts on simplification so I’ve disabled it for the time being – more on this in a later post.
I also enriched the terminal set to include [...]

The Plan for Forex

So here’s the plan for creating at least one successful trading strategy for forex :-
As you can see, I will be hosting the trading robots as Expert Advisors in MetaTrader. This makes a lot of sense because many brokers offer MetaTrader based integration so no further work is required to use these for demo and [...]