Genetic Programming for Production Scheduling: An Evolutionary Learning Approach

by Mengjie Zhang, Fangfang Zhang, Su Nguyen, et al.

Part I Introduction.- 1 Introduction.- 2 Preliminaries.- Part II Genetic Programming for Static Production Scheduling Problems.- 3 Learning Schedule Construction Heuristics.- 4 Learning Schedule Improvement Heuristics.- 5 Learning to Augment Operations Research Algorithms.- Part III Genetic Programming for Dynamic Production Scheduling Problems.- 6 Representations with Multi-tree and Cooperative Coevolution.- 7 Efficiency Improvement with Multi-fidelity...

• Format: Hardcover
• Language: English
• ISBN: 9811648581
• ISBN13: 9789811648588
• Release Date: November 2021
• Publisher: Springer
• Length: 336 Pages
• Weight: 1.53 lbs.
• Dimensions: 0.9" x 6.1" x 9.2"