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Improving Existing Optimization Algorithms with LLMs

Improving Existing Optimization Algorithms with LLMs

Camilo Chacón Sartori
Christian Blum
ArXiv (abs)PDFHTML

Papers citing "Improving Existing Optimization Algorithms with LLMs"

13 / 13 papers shown
Title
Combinatorial Optimization for All: Using LLMs to Aid Non-Experts in Improving Optimization Algorithms
Camilo Chacón Sartori
Christian Blum
76
0
0
14 Mar 2025
Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing
Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing
Kevin Sim
Quentin Renau
E. Hart
ELM
30
1
0
20 Jan 2025
LLM4AD: A Platform for Algorithm Design with Large Language Model
LLM4AD: A Platform for Algorithm Design with Large Language Model
Fei Liu
Rui-Xun Zhang
Zhuoliang Xie
Rui Sun
Kai Li
Xi Lin
Zhenkun Wang
Zhichao Lu
Qingfu Zhang
114
6
0
23 Dec 2024
A Survey on Large Language Models for Code Generation
A Survey on Large Language Models for Code Generation
Juyong Jiang
Fan Wang
Jiasi Shen
Sungju Kim
Sunghun Kim
117
198
0
01 Jun 2024
LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics
LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics
Niki van Stein
Thomas Bäck
87
19
0
30 May 2024
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference
Wei-Lin Chiang
Lianmin Zheng
Ying Sheng
Anastasios Nikolas Angelopoulos
Tianle Li
...
Hao Zhang
Banghua Zhu
Michael I. Jordan
Joseph E. Gonzalez
Ion Stoica
OSLM
156
596
0
07 Mar 2024
Grounding Data Science Code Generation with Input-Output Specifications
Grounding Data Science Code Generation with Input-Output Specifications
Yeming Wen
Pengcheng Yin
Kensen Shi
Henryk Michalewski
Swarat Chaudhuri
A. Polozov
SyDa
68
10
0
12 Feb 2024
Evolving Code with A Large Language Model
Evolving Code with A Large Language Model
Erik Hemberg
Stephen Moskal
Una-May O’Reilly
65
29
0
13 Jan 2024
Large Language Model-Aware In-Context Learning for Code Generation
Large Language Model-Aware In-Context Learning for Code Generation
Jia Li
Ge Li
Chongyang Tao
Jia Li
Huangzhao Zhang
Fang Liu
Zhi Jin
70
35
0
15 Oct 2023
Large Language Models for Compiler Optimization
Large Language Models for Compiler Optimization
Chris Cummins
Volker Seeker
Dejan Grubisic
Mostafa Elhoushi
Youwei Liang
...
Jonas Gehring
Fabian Gloeckle
Kim M. Hazelwood
Gabriel Synnaeve
Hugh Leather
54
53
0
11 Sep 2023
Improving Code Generation by Training with Natural Language Feedback
Improving Code Generation by Training with Natural Language Feedback
Angelica Chen
Jérémy Scheurer
Tomasz Korbak
Jon Ander Campos
Jun Shern Chan
Samuel R. Bowman
Kyunghyun Cho
Ethan Perez
SyDaALMAI4CE
74
78
0
28 Mar 2023
Large Language Models Meet NL2Code: A Survey
Large Language Models Meet NL2Code: A Survey
Daoguang Zan
B. Chen
Fengji Zhang
Di Lu
Bingchao Wu
Bei Guan
Yongji Wang
Jian-Guang Lou
ELMALM
71
179
0
19 Dec 2022
Unsupervised Translation of Programming Languages
Unsupervised Translation of Programming Languages
Marie-Anne Lachaux
Baptiste Roziere
L. Chanussot
Guillaume Lample
103
421
0
05 Jun 2020

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