The document presents an improved algorithm for solving general systems of linear equations using genetic algorithms. This method enhances convergence speed and is designed for parallel processing, outperforming traditional iterative techniques in terms of iteration counts for large sparse linear systems. Through numerical experiments, the proposed algorithm demonstrates significantly fewer iterations compared to earlier algorithms.