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Node.js Trading Indicators Genetic Algorithm

We want to use a Genetic Algorithm to determine the best parameters for Trading Indicators such as MACD and RSI to use as well as combination for a Trading Algorithm to Buy and Sell.

We already have an Algorithm calculator that accepts a buy and sell signal and will track the orders and give a Profit n Loss percentage after running through the data.

This percentage can be used as the fitness score for a Genetic Algorithm.

We will be using the Bitcoin 1h, 4h and 24h OHLCV data as inputs for the indicators.

So we need to have the Algorithm solve the following.

indicator 1 : Last Price greater or less than (X) Moving Average (1,-1)

indicator 2 : trend indicator with parameters specific to indicator. (1,0,-1)

indicator 3 : trend indicator with parameters specific to indicator. (1,0,-1)

indicator 4 : volume indicator with parameters specific to indicator. (1,0,-1)

These four indicators would all need a 1 for the algorithm to trigger a Buy Entry Order or all four have a -1 to trigger a Sell Order.

To determine the 1,0-1 for an indicator would be specifc to that indicator rule/s. such as for RSI to trigger a 1 when it reaches 20 and a -1 when it reaches 80.

We will want to test 21 Indicators we will provide and so a structure to accept each indicator will be to give the 1,0-1.

Everything needs to be in Node.js.

You can use libraries that are common such as Tensorflow or simpler JavaScript libraries or write a version from scratch for the problem to be solved.

Many thanks for your time and look forward to your application.

Kĩ năng: Trading, Artificial Intelligence

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Về Bên Thuê:
( 134 nhận xét ) Australia

ID dự án: #27419256

4 freelancers are bidding on average $223 for this job

liveexperts123

Hi there, I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the Thêm

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azeezruiz0

A'm a metatrader expert and a software genius with an indepth knowledge and experience on coding and trading programming languages -Expert Advisors for MT4/MT5, NT7/NT8, indicators pinescript, amibroker. I will be hono Thêm

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umg536

Hi there, I'm bidding on your project "Node.js Trading Indicators Genetic Algorithm" please leave a message on my chat so we can discuss the budget and deadline of the project. I have read your project description and Thêm

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yousseflyazidi

salut je suis un tres bon trader et j'ai des algorithme de tradign sous l'utilisation des indicateurs et l’autorisation pour entrer soit acheteur ou vendeur et sur trois types d'indicateurs merci de me contacter sur Thêm

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