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Combinatorial Optimization
Large Language Models for Optimization
Studying LLMs as generative, representational, and decision-support components in optimization systems.
Luca Di Gaspero
,
Francesca Da Ros
26 Sep 2026
Optimization Methods
Metaheuristics, hybrid methods, algorithm configuration, and rigorous experimental analysis.
Luca Di Gaspero
,
Sara Ceschia
,
Andrea Schaerf
26 Sep 2026
Large Language Models for Combinatorial Optimization: A Systematic Review
This systematic review explores the application of Large Language Models (LLMs) in Combinatorial Optimization (CO). We report our …
Francesca Da Ros
,
Michael Soprano
,
Luca Di Gaspero
,
Kevin Roitero
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DOI
URL
Behavior and representation in open-weight Large Language Models for combinatorial optimization: From feature extraction to algorithm selection
Recent advances in Large Language Models (LLMs) open new perspectives for automation in optimization, yet little is known about whether …
Francesca Da Ros
,
Luca Di Gaspero
,
Kevin Roitero
Cite
DOI
URL
ROAR-NET
A European research network advancing randomized optimization algorithms, modelling tools, and shared interfaces.
Luca Di Gaspero
Project website
Logistics
Optimization models and algorithms for sustainable routing, transportation, packing, and service logistics.
Luca Di Gaspero
Last updated on 26 Sep 2026
Educational Timetabling
Models, algorithms, benchmarks, and software for course, examination, and sports timetabling.
Sara Ceschia
,
Luca Di Gaspero
,
Andrea Schaerf
Last updated on 26 Sep 2026
EasyLocal
An open-source C++ framework for developing and combining local-search algorithms.
Luca Di Gaspero
,
Andrea Schaerf
Code
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