Large Language Model-Based Evolutionary Optimizer: Reasoning with elitism

Large Language Models (LLMs) have demonstrated remarkable reasoning abilities, prompting interest in their application as black-box optimizers. This paper asserts that LLMs possess the capability for zero-shot optimization across diverse scenarios, including multi-objective and high-dimensional prob...

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Veröffentlicht in:	arXiv.org 2024-03
Hauptverfasser:	Brahmachary, Shuvayan, Joshi, Subodh M, Panda, Aniruddha, Kaushik Koneripalli, Sagotra, Arun Kumar, Patel, Harshil, Sharma, Ankush, Jagtap, Ameya D, Kalyanaraman, Kaushic
Format:	Artikel
Sprache:	eng
Schlagworte:	Industrial engineering Large language models Mathematical models Reasoning Shape optimization Supersonic nozzles Wind power
Online-Zugang:	Volltext
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