A systematic survey on large language models for algorithm design

F Liu, Y Yao, P Guo, Z Yang, Z Zhao, X Lin… - arxiv preprint arxiv …, 2024 - arxiv.org
Algorithm Design (AD) is crucial for effective problem-solving across various domains. The
advent of Large Language Models (LLMs) has notably enhanced the automation and …

Ner4Opt: named entity recognition for optimization modelling from natural language

S Kadıoğlu, P Pravin Dakle, K Uppuluri, R Politi… - Constraints, 2024 - Springer
Solving combinatorial optimization problems involves a two-stage process that follows the
model-and-run approach. First, a user is responsible for formulating the problem at hand as …

Integrating Large Language Models and Optimization in Semi-Structured Decision Making: Methodology and a Case Study

G Ghiani, G Solazzo, G Elia - Algorithms, 2024 - iris.unisalento.it
Semi-structured decisions, which fall between highly structured and unstructured decision
types, rely on human intuition and experience for the final choice, while using data and …