Intelligent Decision-making Models for Production and Retail Operations
"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...
| Main Author: | Guo, Zhaoxia, |
|---|---|
| Other Authors: | SpringerLink (Online service) |
| Format: | eBook |
| Language: | English |
| Published: |
Berlin :
Springer,
[2016]
|
| Physical Description: |
1 online resource (xi, 324 pages) : illustrations (some color) |
| Subjects: |
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.