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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]: Hedging Strategy Optimization Using Genetic Algorithms #522

Open ashis2004 opened 1 month ago

ashis2004 commented 1 month ago

Is your feature request related to a problem? Please describe. Optimize hedging strategies using genetic algorithms to minimize risk and maximize return.

Describe the solution you'd like teps Data Collection

Collect historical data for assets and derivatives used for hedging. Initialize Population

Create an initial population of random hedging strategies. Fitness Function

Define a fitness function to evaluate the effectiveness of hedging strategies based on risk and return. Selection, Crossover, Mutation

Implement genetic algorithm operations. Iterate and Evaluate

Iterate through generations to find the best hedging 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 @Akshat111111 i want to work on it I'm gssoc'24 contributor