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Tran Hoang Nam

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Open access Aug 2026

Scale Mind: An Intelligent LLM-Based Framework for Scalability-Constrained Combinatorial Optimization

ScaleMind is proposed, an intelligent Large Language Model (LLM)-based framework designed to support scalable combinatorial optimization through natural-language constraint interpretation, structured problem representation, constraint decomposition, candidate-generation guidance, feasibility reasoning, and iterative optimization feedback.

Tran Hoang Nam · 0 citations

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