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Machine Learning–Augmented Optimization of Large Bilevel and Two-Stage Stochastic Programs: Application to Cycling Network Design.

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Title: Machine Learning–Augmented Optimization of Large Bilevel and Two-Stage Stochastic Programs: Application to Cycling Network Design.
Authors: Chan, Timothy C. Y.1 (AUTHOR) tcychan@mie.utoronto.ca, Lin, Bo1 (AUTHOR) imbo.lin@mail.utoronto.ca, Saxe, Shoshanna2 (AUTHOR) s.saxe@utoronto.ca
Source: Manufacturing & Service Operations Management (M&SOM) (INFORMS). Nov/Dec2025, Vol. 27 Issue 6, p1851-1868. 18p.
Database: Business Source Ultimate
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  Data: <searchLink fieldCode="JN" term="%22Manufacturing+%26+Service+Operations+Management+%28M%26SOM%29+%28INFORMS%29%22">Manufacturing & Service Operations Management (M&SOM) (INFORMS)</searchLink>. Nov/Dec2025, Vol. 27 Issue 6, p1851-1868. 18p.
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RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1287/msom.2024.1317
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      – Code: eng
        Text: English
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        PageCount: 18
        StartPage: 1851
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      – TitleFull: Machine Learning–Augmented Optimization of Large Bilevel and Two-Stage Stochastic Programs: Application to Cycling Network Design.
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            NameFull: Chan, Timothy C. Y.
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            NameFull: Lin, Bo
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              Text: Nov/Dec2025
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              Y: 2025
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              Value: 27
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              Value: 6
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