MIP neighborhood synthesis through semantic feature extraction and automatic algorithm configuration

•We propose an Automatic Neighborhood Design algorithm.•The procedure relies on the extraction of semantic features from a MIP model.•The algorithm is assessed on four well-known combinatorial optimization problems. The definition of a “good” neighborhood structure on the solution space is a key ste...

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Bibliographic Details
Published in:Computers & operations research Vol. 83; pp. 106 - 119
Main Authors: Adamo, Tommaso, Ghiani, Gianpaolo, Grieco, Antonio, Guerriero, Emanuela, Manni, Emanuele
Format: Journal Article
Language:English
Published: New York Elsevier Ltd 01.07.2017
Pergamon Press Inc
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ISSN:0305-0548, 1873-765X, 0305-0548
Online Access:Get full text
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