19 citations · 19 across the 5 of their papers we have counts for
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cs.NE2026
QDEvo: A Multi-Objective Quality-Diversity Framework for Automated Heuristic Design
Nam Do Khanh, Nhat Nguyen Tran Minh, Dat Pham Vu Tuan +2
The integration of Large Language Models (LLMs) with evolutionary computation has emerged as a powerful paradigm for automated heuristic design in combinatorial optimization. Howev…
cs.NE2024★ 19 cited
HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs
Pham Vu Tuan Dat, Long Doan, Huynh Thi Thanh Binh
Automatic Heuristic Design (AHD) is an active research area due to its utility in solving complex search and NP-hard combinatorial optimization problems in the real world. The rece…