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In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics

In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics

Niki van Stein
Diederick Vermetten
Thomas Bäck
ArXiv (abs)PDFHTML

Papers citing "In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics"

4 / 4 papers shown
Title
BLADE: Benchmark suite for LLM-driven Automated Design and Evolution of iterative optimisation heuristics
BLADE: Benchmark suite for LLM-driven Automated Design and Evolution of iterative optimisation heuristics
Niki van Stein
Anna V. Kononova
Haoran Yin
Thomas Bäck
162
0
0
28 Apr 2025
Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent
Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent
Humza Nusrat
Bing Luo
Ryan Hall
Joshua Kim
H. Bagher-Ebadian
Anthony Doemer
B. Movsas
Kundan Thind
AI4CE
102
1
0
21 Mar 2025
From Understanding to Excelling: Template-Free Algorithm Design through Structural-Functional Co-Evolution
Zhe Zhao
Haibin Wen
Peng Wang
Ye Wei
Zaixi Zhang
...
Fei Liu
Bo An
Hui Xiong
Yang Wang
Qingfu Zhang
100
1
0
13 Mar 2025
Language-Based Bayesian Optimization Research Assistant (BORA)
A. Cissé
Xenophon Evangelopoulos
V. Gusev
Andrew I. Cooper
139
1
0
28 Jan 2025

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