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  1. MQL5 Wizard Techniques you should know (Part 42): ADX Oscillator

    by , 11-09-2024 at 06:03 AM
    The ADX indicator is an oscillator that is meant to measure how strong a given trend in the market is for the security to which it is attached. This article thus, like some that were preceding it, examines the various patterns exhibited by this indicator in a custom signal class file, for wizard assembled Expert Advisors. We review one pattern at a time as we have in the previous articles covering RSI, Bollinger Bands, and the RSI and then conclude with a test that includes all patterns to
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  2. Artificial Cooperative Search (ACS) algorithm

    by , 11-01-2024 at 09:54 AM
    Nature is an inexhaustible source of inspiration for scientists and engineers seeking to create innovative solutions. One of such remarkable phenomena is mutualism - a mutually beneficial biological interaction between different species. Living organisms participating in mutualistic relationships strive to obtain mutual benefits from this interaction, aimed at the development and diversity of the population.
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  3. MQL5 Wizard Techniques you should know (Part 37): Gaussian Process Regression with Linear and Matern Kernels

    by , 10-12-2024 at 09:01 AM
    We continue these series on the different ways key component classes of wizard assembled Expert Advisors can be implemented by considering 2 Gaussian Process Kernels. The linear-kernel and Matérn Kernel. The former is so simple you cannot find its Wikipedia-page, however the latter has a reference page over here.

    There are several additional advantages and uses to GPs like noise handling & reduction as well as adaptation to regime change and many others. As traders, though,
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  4. Neural networks made easy (Part 75): Improving the performance of trajectory prediction models

    by , 08-15-2024 at 08:03 AM
    Forecasting the trajectory of the upcoming price movement probably plays one of the key roles in the process of constructing trading plans for the desired planning horizon. The accuracy of such forecasts is critical. In an attempt to improve the quality of trajectory forecasting, we complicate our trajectory forecasting models.
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  5. Neural networks made easy (Part 74): Trajectory prediction with adaptation

    by , 06-15-2024 at 08:05 AM
    Building a trading strategy is inseparable from analyzing the market situation and forecasting the most likely movement of a financial instrument. This movement often correlated with other financial assets and macroeconomic indicators. This can be compared with the movement of transport, where each vehicle follows its own individual destination. However, their actions on the road are interconnected to a certain extent and are strictly regulated by traffic rules. Also, due to the individual perception
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