Dream-COP: Guiding Algorithm Discovery for Combinatorial Optimization Problems in an Experience World.

arXiv:2610.36618v1 Announce Type: cross Abstract: Large language models (LLMs) enable algorithm discovery for combinatorial optimization problems (COPs) through iterative program generation and evaluation. A central challenge is how to organize search to disco