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Akshat111111 / Hedging-of-Financial-Derivatives

This strategy works for every market condition irrespective of the movement
BSD 3-Clause "New" or "Revised" License
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💡[FEATURE]: Algorithmic_Trading_Strategy_Optimization_Using_Genetic_Algorithms #532

Open ashis2004 opened 1 month ago

ashis2004 commented 1 month ago

Is your feature request related to a problem? Please describe. Develop and optimize an algorithmic trading strategy using genetic algorithms to maximize trading profits.

Describe the solution you'd like Steps Data Collection

Collect historical price data for assets to be traded. Initialize Population

Create an initial population of random trading strategies. Fitness Function

Define a fitness function to evaluate the performance of trading strategies based on profits and risk. Selection, Crossover, Mutation

Implement genetic algorithm operations. Iterate and Evaluate

Iterate through generations to find the best trading strategy.

Describe alternatives you've considered A clear and concise description of any alternative solutions or features you've considered.

Additional context Add any other context or screenshots about the feature request here.

ashis2004 commented 1 month ago

pls assign it me I want to work on it @Akshat111111 I'm Gssoc'24 contributor