The problem with stocks is that they have so many local mins and maxes simple derivatives won't work. I am thinking of using digital filters (z. Another method is to use moving average crosses, and keeping track of the min / max in between the cross events. You could do this with a single. A forex chart is the graphical representation of the relative price performance of a or change, between a local minimum and maximum, and will plot. FOREX SHARES OF LUKOIL Application not working us by disabling. The PST file, drop files to session tab to. To save connection the timings of computers, contacts or. You can change native column types. Read this FAQ install Drupal.
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But, as I interpret the quote " so many local mins and maxes simple derivatives won't work. I assume you have trouble with all the "zig-zag" you curve makes between two circled points. All that seems to differentiate the optima you circle from the rest of the points of the curve is their globality , precisely: to find a lower point than the first point you circle on the left you have to go further away either way in the x coordinate than you need to do the same for its close neighbors.
That's what annealing gives you: depending on the temperature parameter, you can control the size of the jumps you allow yourself to make. There has to be a value for which you catch the "big" local optima, and yet miss the "small" ones.
What I'm suggesting isn't revolutionary: there are several examples e. Simply define what you mean by minimum and maximum in a precise, but tunable way, and then tune it until it finds the right number of minima and maxima. For example, you can first smooth the graph by replacing each value with the average of that value and the N values left and right of it. By increasing N, you can reduce the number of minima and maxima you find.
You can then define a minimum as a point where if you skip A values left and right, the next B values all show a consistent increasing trend. By increasing B, you can find fewer minima and maxima. By adjusting A, you can tune how 'flat' a minimum or maximum is allowed to be. You can use Spline method to create a contenous approximation polynom to your original function [with the desired degree].
I have often found that the extrema perceived subjectively by humans read: the only extrema in stock charts, which are mostly random noise are often to be found after Fourier bandpass filtering. You might try this algorithm:. The parameters of the second step seem pretty subjective, but again, subjectiveness is the very nature of stock chart analysis.
As mentioned by belisarius, the best method seems to involve filtering the data smooth. With enough smoothing, looking for changes in the slope should pinpoint the local mins and maxes the derivative will help here. Fermat's Theorem will help you find the local minima and maxima.
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Asked 10 years, 9 months ago. Modified 2 years, 6 months ago. Viewed 14k times. EDIT: I read some of the comments and I just didn't circle some of the minimums and and maximums by accident. Improve this question. JoshVarty 8, 4 4 gold badges 46 46 silver badges 75 75 bronze badges. SamFisher83 SamFisher83 3, 8 8 gold badges 38 38 silver badges 52 52 bronze badges. Related question: stackoverflow.
If there are too many maxes and mins you need a clear criteria to distinguish between the maxes and mins. This criteria will be application and dataset specific. For example, I am not sure why you didn't circle the local minima on the far left of the figure. I recommend you think of a factor to discriminate local minima and then cycle through these factors to achieve your expected results for your dataset.
Greetings, please host your data file so that we can play around with a prototype algo for this. Please restate your last sentence "Then in each of these three regions find the point that is furthest points from the line as my high and low and then repeat loop. It makes no sense. What's wrong with an eye-tuned moving average? Just play with the window until you get as many extrema as you want. This kind of problems has no other satisfactory solutions.
Add a comment. Sorted by: Reset to default. Highest score default Date modified newest first Date created oldest first. Improve this answer. Don't try to be too savvy on such a task, simple low pass filters are you best friend, since you won't be able to define properly what is min and max here. Alexandre I doubt that the "right tool" exists : These plots are always "interpreted" by people that are masters in the art of chart exegesis — Dr.
If so, you want to look at simulated annealing : Annealing is a metallurgical process used to temper metals through a heating and cooling treatment. Community Bot 1 1 1 silver badge. Francois G Francois G The whole point of simulated annealing is to avoid local optima, which are exactly what the OP wants to find. I noticed he wanted to skip some local optima, and from what his circled curve looks like, I understand he wants to find some others. I think my suggestion is highly relevant to that problem, and have lenghtily edited my answer to argue and explain that.
Please have a look. Adjusting the temperature parameter is the key. I just made a mistake on all the points I circled.
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Modified 7 years, 9 months ago. Viewed 4k times. Hello Hello 1 1 gold badge 6 6 silver badges 24 24 bronze badges. Add a comment. Sorted by: Reset to default. Highest score default Date modified newest first Date created oldest first. Shahar Shahar 3, 2 2 gold badges 12 12 silver badges 17 17 bronze badges.
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The dynamic leverage is done per Trading Instrument, so if a client has positions open across multiple Instruments, the leverage will be calculated separately on each symbol. For example, if a trader has a position in Silver and then starts trading Gold, the margin requirement for Gold will not be affected by the existing Silver positions.
In this example, the symbols' leverage is equal to the account's leverage , so the margin required would be as below:. In this example, the symbols' leverage is , so the margin required would be as below:. In this example, the symbols' leverage is less to the account's leverage , so the margin required would be as below:.
For more information, please click here. The values in the table below are in USD. DE at In this example, the symbols' leverage is less than the account's leverage , so the margin required would be as below:.
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