Алготрейдинг криптоактивів із використанням штучного інтелекту
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Date
2019
Authors
Лесик, Андрій
Невмержицький, Євген
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Abstract
Статтю присвячено використанню алгоробота зі штучним інтелектом для трейдингу криптовалют, який використовує розробник, із зазначенням результатів практичного тестування на реальній торгівлі криптоактивами. Надано перелік параметрів на базі індикатора Zig-Zag, які обирає штучний інтелект робота на підставі використання фактичного досвіду застосування налаштованої стратегії для її корекції з метою поліпшення результатів торгів. Робот постійно тестує попередні результати торгів і обирає параметри для встановлення ордерів із метою підвищення дохідності. На підставі роботи зроблено висновок щодо перспектив розвитку і збільшення популярності використання алгороботів зі штучним інтелектом для трейдинку криптовалютами і їх впливу на подальшу стабілізацію крипторинку і популяризації технології блокчейн.
The article is devoted to the use of algorobot with artificial intelligence for trading crypto currencies,which is used by the developer including indication of practical testing results on real crypto assets trading. The list of parameters using Zig-Zag indicator that selects the artificial intelligence of the robot is given based on the use of the robot’s actual experience of using an adjusted strategy for its correction in order to improve the results of trading. The function used to calculate the indicator data takes two parameters into the input, namely the number of candles and the percentage deviations. Through the API, it receives candles, tests the strategy on various parameters, and chooses the best. The robot constantly tests past bid results and selects the parameters for setting orders to increase profitability. Artificial intelligence in this robot tests the strategy in the past and compares the results of profitable and unprofitable transactions. Based on the investigation, a conclusion is made regarding the prospects of developing and increasing thepopularity of the use of algorobots with artificial intelligence for crypto currency trading and their influence on the further stabilization of the crypto market and popularizing the blockchain technology. The development of algotrading with artificial intelligence will lead to a further decrease in volatility in the global cryptoassets market. Positive trading results with the use of robots with artificial intelligence will lead to further improvement of such tools and their mass use. Algorobot in this article is based on the Zig-Zag indicator, but there are various other strategies that will also be tested by using automated trading and artificial intelligence. The article also states that crypto assets do not compete with fiat money, and the popularity of cryptocurrencies is based on their high liquidity. In other words, the popularity of cryptocurrency is explained by the opportunity of easy exchanging for national currencies and using them to perform common functions, namely, payments, settlements, savings, and investment.
The article is devoted to the use of algorobot with artificial intelligence for trading crypto currencies,which is used by the developer including indication of practical testing results on real crypto assets trading. The list of parameters using Zig-Zag indicator that selects the artificial intelligence of the robot is given based on the use of the robot’s actual experience of using an adjusted strategy for its correction in order to improve the results of trading. The function used to calculate the indicator data takes two parameters into the input, namely the number of candles and the percentage deviations. Through the API, it receives candles, tests the strategy on various parameters, and chooses the best. The robot constantly tests past bid results and selects the parameters for setting orders to increase profitability. Artificial intelligence in this robot tests the strategy in the past and compares the results of profitable and unprofitable transactions. Based on the investigation, a conclusion is made regarding the prospects of developing and increasing thepopularity of the use of algorobots with artificial intelligence for crypto currency trading and their influence on the further stabilization of the crypto market and popularizing the blockchain technology. The development of algotrading with artificial intelligence will lead to a further decrease in volatility in the global cryptoassets market. Positive trading results with the use of robots with artificial intelligence will lead to further improvement of such tools and their mass use. Algorobot in this article is based on the Zig-Zag indicator, but there are various other strategies that will also be tested by using automated trading and artificial intelligence. The article also states that crypto assets do not compete with fiat money, and the popularity of cryptocurrencies is based on their high liquidity. In other words, the popularity of cryptocurrency is explained by the opportunity of easy exchanging for national currencies and using them to perform common functions, namely, payments, settlements, savings, and investment.
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Keywords
алготрейдинг, алгоробот, штучний інтелект, блокчейн, криптовалюти, криптоактиви, стратегія трейдингу, індикатор Zig-Zag, стаття, algotrading, algoujbot, artificial intelligence, blockchain, crypto currency, crypto assets, trading strategy, indicator Zig-Zag, article
Citation
Лесик А. І. Алготрейдинг криптоактивів із використанням штучного інтелекту / Лесик А. І., Невмержицький Є. І. // Наукові записки НаУКМА. Комп'ютерні науки. - 2019. - Т. 2. - С. 73-75.