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cs.AI2026
Agents on a Tree: Pathwise Coordination for Multi-Objective Molecular Optimization
Jia Zhang, Tengfei Ma, Tianle Li +3
Multi-objective molecular optimization requires searching vast chemical spaces under conflicting objectives, where early design decisions strongly constrain downstream outcomes. Ex…
cs.AI2026
DyACE: Dynamic Algorithm Co-evolution for Online Automated Heuristic Design with Large Language Model
Guidong Lu, Yiping Liu, Xiangxiang Zeng
The prevailing paradigm in Automated Heuristic Design (AHD) typically relies on the assumption that a single, fixed algorithm can effectively navigate the shifting dynamics of a co…