Tag: combinatorial optimization
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ReVEL: LLM-Guided Heuristic Evolution for Optimization
Discover ReVEL, a multi-turn LLM-guided framework enhancing heuristic evolution for NP-hard combinatorial optimization via structured feedback.
Optimizing Minimum Set Cover via Universe Segmentation
Enhance Minimum Set Cover solutions by exploiting universe decomposability with metaheuristic optimization for better quality and scalability.
Efficient 2D Cutting Stock Problem Solving with SAT MaxSAT
Discover advanced SAT and MaxSAT methods to solve the 2D cutting stock problem, minimizing waste and optimizing sheet usage efficiently.
GEAKG: Generative Executable Algorithm Knowledge Graphs Explained
Discover how GEAKG enables generative, executable, and transferable algorithm knowledge graphs for advanced problem-solving across domains.
AlignOPT: LLMs & Graph Neural Solvers for Optimization
Discover AlignOPT, a novel method combining LLMs and graph neural solvers to enhance combinatorial optimization accuracy and scalability.