/algorithmic-trading

Algorithmic Trading program, that uses Genetic Programming and Genetic Algorithms to predict stock prices.

Primary LanguagePython

Evolutionary Computing

Description: We have two strategies in predicting apple stock prices, one is through a genetic program, the other is through a genetic algorithm. Follow the instructions in the respective README's in sub repositories.

  • Genetic Program: Rahul Ramakrishnan

    • Evolves a tree based population to minimize the error between predicted price and actual price
    • Uses signals from nasdaq, apple, s&p, and soon to be more.
  • Genetic Algorithm: Tushar Dadlani

    • Evolves a bit string population to guess if the next day's stock will go up or down.