Intelligent Decision-making Models for Production and Retail Operations / by Zhaoxia Guo.
"This book provides an overview of intelligent decision-making techniques and discusses their application in production and retail operations. Manufacturing and retail enterprises have stringent standards for using advanced and reliable techniques to improve decision-making processes, since the...
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Full Text (via Springer) |
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| Format: | eBook |
| Language: | English |
| Published: |
Berlin :
Springer,
[2016]
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Table of Contents:
- 1. New Developments and Decision-makings in Production and Retailing
- 2. Fundamentals of Intelligent Decision-Making Techniques
- 3. An Intelligent Optimization Model for Order Scheduling at Plant Level
- 4. A Bilevel Intelligent Optimization Model for Assembly Line Scheduling with Flexible Operation Assignment
- 5. A Bilevel Multi-parent Genetic Optimization Model for Flexible Assembly Line Balancing with Work-Sharing and Workstation Revisiting
- 6. An Evolution Strategy-Based Multi-objective Optimization Model for Order Planning with Multiple Production Departments
- 7. A Multi-objective Hybrid Intelligent Optimization Model for Order Planning with Uncertainties
- 8. A Harmony Search-Based Hybrid Intelligent Optimization Model for Order Planning with Learning Effects
- 9. An RFID- and Cloud-Based Intelligent Decision Support System Architecture for Production Tracking and Scheduling
- 10. A Neural Network-Based Forecasting Model for Univariate Sales Forecasting
- 11. An Extreme Learning Machine-Based Intelligent Decision-Making Model for Multivariate Sales Forecasting
- 12. New Directions.