Learning and Intelligent Optimization (LION): One Ring to Rule Them All.
Summary: Learning and Intelligent Optimization (LION) merges data-driven models with optimization when objective functions are hard to specify. It enables self-service decisions by learning surrogates from data and optimizing over them in dynamic settings. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Mauro Brunato (Lionsolver Inc.; University of Trento)
- 2. Roberto Battiti (Lionsolver Inc.; University of Trento)
BibTeX Citation
@article{brunato_vldb13,
title = {{Learning and Intelligent Optimization (LION): One Ring to Rule Them All.}},
author = {Brunato, Mauro and Battiti, Roberto},
journal = {PVLDB},
series = {{VLDB} '13},
volume = {6},
number = {11},
doi = {10.14778/2536222.2536247},
url = {https://doi.org/10.14778/2536222.2536247},
year = {2013}
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