NextEval: An Agent-Based Solver and Benchmark for Derivative-Free Optimization
The NextEval solver is introduced, an agent-based DFO solver which integrates the capabilities of a large language model (LLM) to guide the sequential selection of evaluation points, and a benchmark protocol for comparing agent configurations on shared DFO tasks using the same numerical tools under matched evaluation b...
Shuo-Tian Chen, Li-Geng Cui, Cun-Xi Huang et al.
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