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  1. Example of Stochastic Optimization and Optimal Control

    by , 09-24-2024 at 06:53 AM
    Stochastic modeling and control optimization are mathematical methods that help solve problems under uncertainty. They are used in finance, engineering, artificial intelligence, and many other areas.

    Stochastic modeling is used to describe systems with random elements, such as stock market price movements or a queue at a restaurant. It is based on random variables, probability distributions, and stochastic processes. Methods such as Monte Carlo and Markov chains can model these
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  2. New Zealand August Trade Shortfall NZ$2.203 Billion

    by , 09-23-2024 at 02:54 PM
    New Zealand posted a merchandise trade deficit of NZ$2.203 billion in August, Statistics New Zealand said on Monday.

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  3. Data Science and Machine Learning (Part 18): The battle of Mastering Market Complexity, Truncated SVD Versus NMF

    by , 09-20-2024 at 07:06 AM
    According to Wikipedia, Dimensionality Reduction is the transformation of data from a high-dimensional space into a low dimensional space so that the low-dimensional representation retains some meaningful properties of the original data, ideally close to its intrinsic dimension.
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  4. How to Implement Auto Optimization in MQL5 Expert Advisors

    by , 09-16-2024 at 05:39 AM
    Get ready to be introduced into the wonderful world of auto-optimizing forex trading algorithms. It can allow your Expert Advisor (EA) to adjust itself for the next iteration of trading based on how the market conditions are after a trade is done.
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  5. Neural networks are easy (Part 59): Dichotomy of Control (DoC)

    by , 09-15-2024 at 08:51 AM
    The financial markets industry is a complex and multifaceted environment. Every event and action have their roots in economic fundamental processes. The reason for certain events can be found in the news, geopolitical events, various technical aspects and many other factors. Quite often, we observe such dependencies after they happen. While analyzing the market situation, we observe only a small part of these factors. This in general makes financial markets a rather difficult environment
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