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10+ 年
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I have been developing systems based on machine learning technologies since 2007 and in the field of artificial
intelligence, optimization and forecasting.
I took an active part in the development of the MT5 platform, such as the introduction of support for universal parallel
computing on the GPU and CPU with OpenCL, testing and backtesting of distributed
computing in the LAN and cloud during optimization in MT5, my test functions are included in the standard delivery of the terminal.
A series of articles on optimization algorithms:
Genetic algorithms are easy!: https://www.mql5.com/ru/articles/55
Population optimization algorithms: https://www.mql5.com/en/articles/8122
Population optimization algorithms: Particle Swarm (PSO): https://www.mql5.com/ru/articles/11386
Population optimization algorithms: Ant Colony Optimization (ACO): https://www.mql5.com/en/articles/11602
Population optimization algorithms: Artificial Bee Colony (ABC): https://www.mql5.com/ru/articles/11736
Population optimization algorithms: Gray Wolf Optimizer (GWO): https://www.mql5.com/en/articles/11785
Population optimization algorithms: Cuckoo Optimization Algorithm (COA): https://www.mql5.com/en/articles/11786
Population Optimization Algorithms: Fish School Search (FSS): https://www.mql5.com/ru/articles/11841
Population Optimization Algorithms: Firefly Algorithm (FA): https://www.mql5.com/ru/articles/11873
Population Optimization Algorithms: Bat algorithm (BA): https://www.mql5.com/ru/articles/11915
Population Optimization Algorithms: Invasive Weed Optimization (IWO): https://www.mql5.com/ru/articles/11990
All my publications: https://www.mql5.com/en/users/joo/publications
IF YOU LIKE MY ARTICLES AND DEVELOPMENTS IN THE FIELD OF OPTIMIZATION, YOU CAN SUPPORT THE AUTHOR AND BUY OR RENT A POWERFUL LIBRARY OF THE OPTIMIZATION ALGORITHM:
https://www.mql5.com/en/market/product/92455
https://www.mql5.com/en/market/product/93703
or any other of my products:
https://www.mql5.com/en/users/joo/seller
To make an order for MT4 and MT5 through freelancing : https://www.mql5.com/en/job/new?prefered=joo
I make connections to exchanges, there are ready-made connectors.
Recommended Brokers:
https://rbfxdirect.com/ru/lk/?a=dnhp
https://www.icmarkets.com/ru/?camp=4941
1. Increased the speed of the library.
2. The scheme of checking for duplicates has been improved.
https://www.mql5.com/ru/market/product/92455
https://www.mql5.com/ru/market/product/92455
AO Core is the core of the optimization algorithm, it is a library built on the author's HMA (hybrid metaheuristic algorithm) algorithm. An example of using AO Core is described in the article: https://www.mql5.com/ru/articles/14183 https://www.mql5.com/en/blogs/post/756510 This hybrid algorithm is based on a genetic algorithm and contains the best qualities and properties of population algorithms. High-speed calculation in HMA guarantees unsurpassed accuracy and high search capabilities
鱼群搜索（FSS）是一种新的优化算法，其灵感来自鱼群中鱼的行为，其中大多数（高达 80%）游弋在有组织的亲属群落中。 经证明，鱼类的聚集在觅食效率和保护捕食者方面起着重要作用。
我们来研究一种最新的现代优化算法 — 灰狼优化。 测试函数的原始行为令该算法成为以前研究过的算法中最有趣的算法之一。 这是训练神经网络的顶级算法之一，具有许多变量的平滑函数。
在本文中，我们将研究人工蜂群的算法，并用研究函数空间得到的新原理来补充我们的知识库。 在本文中，我将陈列我对经典算法版本的解释。
在本文中，我将研究流行的粒子群优化（PSO）算法。 之前，我们曾讨论过优化算法的重要特征，如收敛性、收敛率、稳定性、可伸缩性，并开发了一个测试台，并研究了最简单的 RNG 算法。
一个专业的交易工具是OsMA和价格之间的背离指标，它允许您及时收到关于趋势反转的信号或捕捉价格回调走势（取决于设置）。 指标设置允许您根据OsMA峰值的角度和价格的百分比变化来调整发散的强度，这使得微调信号强度成为可能。 指标代码经过优化，并作为Ea交易的一部分进行了非常快速的测试。 指标不重绘，交易方向的箭头正好位于信号出现的位置--在柱的开口处。 Fractal True . InpFastEMAPeriod = 12 ; //Fast EMA period InpSlowEMAPeriod = 26 ; //Slow EMA period InpSignalSMAPeriod = 9
一个专业的交易工具是MACD和价格之间的背离指标，它允许您及时收到关于趋势反转的信号或捕捉价格回调走势（取决于设置）。 指标设置允许您根据MACD峰值的角度和价格的百分比变化来调整发散的强度，这使得微调信号强度成为可能。 指标代码经过优化，并作为Ea交易的一部分进行了非常快速的测试。 指标不重绘，交易方向的箭头正好位于信号出现的位置--在柱的开口处。 Fractal True . InpFastEMA = 12 ; //Fast EMA period InpSlowEMA = 26 ; //Slow EMA period InpSignalSMA = 9
A professional tool for trading - the divergence indicator between the WPR and the price, which allows you to receive a signal about a trend reversal in a timely manner or catch price pullback movements (depending on the settings). The indicator settings allow you to adjust the strength of the divergence due to the angle of the WPR peaks and the percentage change in price, which makes it possible to fine-tune the signal strength. The indicator code is optimized and is tested very quickly as
A unique professional tool is a divergence/convergence indicator between MACD and price, which allows you to receive a signal about a trend reversal in a timely manner or catch price pullback movements (depending on the settings). It is indispensable for those who trade divergences manually or with an Expert Advisor. The indicator settings allow you to adjust the strength of the divergence/convergence due to the angle of the MACD peaks and the percentage change in
A professional tool for trading - the divergence indicator between the RVI and the price, which allows you to receive a signal about a trend reversal in a timely manner or catch price pullback movements (depending on the settings). The indicator settings allow you to adjust the strength of the divergence due to the angle of the RVI peaks and the percentage change in price, which makes it possible to fine-tune the signal strength. The indicator code is optimized and is tested very
A professional tool for trading - the divergence indicator between the Stochastic and the price, which allows you to receive a signal about a trend reversal in a timely manner or catch price pullback movements (depending on the settings). The indicator settings allow you to adjust the strength of the divergence due to the angle of the Stochastic peaks and the percentage change in price, which makes it possible to fine-tune the signal strength. The indicator code is optimized and is