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Open access Jul 2026

Generative Heuristics for Hard- and Soft-Criteria Optimization: Integrating LLMs Within Metaheuristics

Generative heuristics is introduced, a methodology that combines traditional metaheuristics with LLM-based semantic evaluation to address ‘soft optimization’ problems containing both hard quantitative constraints and soft qualitative objectives.

Miguel Saiz, A. Juan, J. Panadero · 0 citations