A supplier selection & order allocation planning framework by integrating deep learning, principal component analysis, and optimization techniques

In supply chain management, selection of suitable suppliers and allocating corresponding orders are two essential strategic decisions. Making these decisions is a complex process due to some uncertain parameters, such as future demand. This study proposes a three-stage solution framework to solve pr...

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Veröffentlicht in:	Expert systems with applications Jg. 235; S. 121121
Hauptverfasser:	Islam, Samiul, Amin, Saman Hassanzadeh, Wardley, Leslie J.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.01.2024
Schlagworte:	Deep learning Multi-objective mixed-integer linear programming Multivariate forecasting Principal component analysis Supplier selection & order allocation Deep learning Multi-objective mixed-integer linear programming Multivariate forecasting Supplier selection & order allocation Principal component analysis
ISSN:	0957-4174
Online-Zugang:	Volltext
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