Constraint learning to define trust regions in optimization over pre-trained predictive models

Chenbo Shi, Mohsen Emadikhiav, Leonardo Lozano, David Bergman

Year of publication:	2024
Authors:	Shi, Chenbo ; Emadikhiav, Mohsen ; Lozano, Leonardo ; Bergman, David
Published in:	INFORMS journal on computing : JOC ; charting new directions in operations research and computer science ; a journal of the Institute for Operations Research and the Management Sciences. - Linthicum, Md. : INFORMS, ISSN 1526-5528, ZDB-ID 2004082-9. - Vol. 36.2024, 6, p. 1382-1399
Subject:	constraint learning \| data-driven decision making \| integration of machine learning and optimization \| isolation forest \| trust region \| Künstliche Intelligenz \| Artificial intelligence \| Lernprozess \| Learning process \| Vertrauen \| Confidence \| Theorie \| Theory \| Lernen \| Learning \| Prognoseverfahren \| Forecasting model \| Mathematische Optimierung \| Mathematical programming \| Entscheidung \| Decision

Type of publication:	Article
Type of publication (narrower categories):	Aufsatz in Zeitschrift ; Article in journal
Language:	English
Other identifiers:	10.1287/ijoc.2022.0312 [DOI]
Source:	ECONIS - Online Catalogue of the ZBW

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