I created an algorithm that improves any investment strategy. Here’s how it works.

Genetic algorithms, inspired by natural selection and biological phenomena, can optimize complex problems like trading strategies without requiring gradients. This post describes how genetic algorithms can create and improve investment strategies, and provides a step-by-step guide on using the OpenAI o1 model within the NexusTrade platform to build and enhance trading portfolios. While initial results show promise, further fine-tuning is necessary for real-world applications.