2026
HiFo-Prompt: Prompting with Hindsight and Foresight for LLM-based Automatic Heuristic Design
ICLR 2026poster
This paper investigates the application of Large Language Models (LLMs) in Automated Heuristic Design (AHD), where their integration into evolutionary frameworks reveals a significant gap in global control and long-term learning. We propose the Hindsight-Foresight Prompt (HiFo-Prompt), a novel frame…