Controlled Self-Evolution for Algorithmic Code Optimization

Tu Hu, Ronghao Chen, Shuo Zhang +9

Self-evolution methods enhance code generation through iterative "generate-verify-refine" cycles, yet existing approaches suffer from low exploration efficiency, failing to discove…