Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System

• Main Authors: Duan, Qing (Author), Chakrabarty, Krishnendu (Author), Zeng, Jun (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Subjects: Engineering.; Information storage and retrieval.; Electrical engineering.; Electronic circuits.; Communications Engineering, Networks.; Circuits and Systems.; Information Storage and Retrieval.

This book provides a comprehensive set of optimization and prediction techniques for an enterprise information system. Readers with a background in operations research, system engineering, statistics, or data analytics can use this book as a reference to derive insight from data and use this knowled...

Table of Contents:

• Introduction
• Production Simulation Platform
• Production Workflow Optimizations
• Predictions of Process-Execution Time and Process-Execution Status
• Optimization of Order-Admission Policies
• Conclusion.