Large Language Model-Based Evolutionary Optimizer: Reasoning with
elitism

Large Language Model-Based Evolutionary Optimizer: Reasoning with elitism

4 March 2024

Shuvayan Brahmachary

Subodh M. Joshi

Aniruddha Panda

Ameya Dilip Jagtap

Kaushic Kalyanaraman

Papers citing "Large Language Model-Based Evolutionary Optimizer: Reasoning with elitism"

17 / 17 papers shown

Title
Visual Evolutionary Optimization on Combinatorial Problems with Multimodal Large Language Models: A Case Study of Influence Maximization Jie Zhao Kang Hao Cheong OffRL 31 0 0 11 May 2025
LLM-Guided Search for Deletion-Correcting Codes Franziska Weindel Reinhard Heckel LRM 61 0 0 01 Apr 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 60 0 0 13 Mar 2025
MOLLM: Multi-Objective Large Language Model for Molecular Design -- Optimizing with Experts Nian Ran Yue Wang Richard Allmendinger 75 0 0 18 Feb 2025
An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems Hashmath Shaik Alex Doboli OffRL ELM 164 0 0 31 Dec 2024
Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization Zeyuan Ma Hongshu Guo Yue-jiao Gong Jun Zhang Kay Chen Tan 104 2 0 01 Nov 2024
Deep Insights into Automated Optimization with Large Language Models and Evolutionary Algorithms He Yu Jiaheng Liu 46 2 0 28 Oct 2024
Large Language Models for Knowledge-Free Network Management: Feasibility Study and Opportunities Hoon Lee Mintae Kim Seunghwan Baek Namyoon Lee Merouane Debbah Inkyu Lee 23 1 0 06 Oct 2024
Large Language Model Assisted Adversarial Robustness Neural Architecture Search Rui Zhong Yang Cao Jun Yu M. Munetomo 32 1 0 08 Jun 2024
Large Language Models for Tuning Evolution Strategies Oliver Kramer 32 2 0 16 May 2024
When Large Language Model Meets Optimization Sen Huang Kaixiang Yang Sheng Qi Rui Wang 55 8 0 16 May 2024
Exploring the True Potential: Evaluating the Black-box Optimization Capability of Large Language Models Beichen Huang Xingyu Wu Yu Zhou Jibin Wu Liang Feng Ran Cheng Kay Chen Tan 58 12 0 09 Apr 2024
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap Xingyu Wu Sheng-hao Wu Jibin Wu Liang Feng Kay Chen Tan ELM 51 59 0 18 Jan 2024
AutoML-GPT: Automatic Machine Learning with GPT Shujian Zhang Chengyue Gong Lemeng Wu Xingchao Liu Mi Zhou LLMAG 67 60 0 04 May 2023
ProgPrompt: Generating Situated Robot Task Plans using Large Language Models Ishika Singh Valts Blukis Arsalan Mousavian Ankit Goyal Danfei Xu Jonathan Tremblay Dieter Fox Jesse Thomason Animesh Garg LM&Ro LLMAG 120 626 0 22 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 395 8,559 0 28 Jan 2022