New PDF release: Data-Driven Optimization and Knowledge Discovery for an
By Qing Duan,Krishnendu Chakrabarty,Jun Zeng
ISBN-10: 3319187376
ISBN-13: 9783319187372
ISBN-10: 3319364294
ISBN-13: 9783319364292
This e-book offers a complete set of optimization and prediction suggestions for an company details process. Readers with a history in operations learn, procedure engineering, information, or information analytics can use this ebook as a connection with derive perception from info and use this information as counsel for creation administration. The authors determine the most important demanding situations in firm details administration and current effects that experience emerged from modern learn during this area. assurance comprises issues starting from job scheduling and source allocation, to workflow optimization, procedure time and standing prediction, order admission regulations optimization, and company service-level functionality research and prediction. With its emphasis at the above themes, this publication presents an in-depth examine firm details administration recommendations which are wanted for better automation and reconfigurability-based fault tolerance, in addition to to procure data-driven suggestions for powerful decision-making.
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Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System by Qing Duan,Krishnendu Chakrabarty,Jun Zeng
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