AINeutralarXiv – CS AI · 7h ago6/10
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HYPERHEURIST: A Simulated Annealing-Based Control Framework for LLM-Driven Code Generation in Optimized Hardware Design
HYPERHEURIST introduces a simulated annealing control framework that enhances LLM-generated hardware design by treating outputs as optimization candidates rather than final products. The system combines functional validation through compilation and simulation with Power-Performance-Area optimization, demonstrating more stable results than single-pass LLM generation across eight benchmarks.