Explainable and Customizable Job Sequencing and Scheduling: Advancing Production Control and Management with XAI
Author:   Tin-Chih Toly Chen
Publisher:   Springer International Publishing AG
ISBN:  

9783031853739


Pages:   126
Publication Date:   10 April 2025
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Explainable and Customizable Job Sequencing and Scheduling: Advancing Production Control and Management with XAI


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Author:   Tin-Chih Toly Chen
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
ISBN:  

9783031853739


ISBN 10:   3031853733
Pages:   126
Publication Date:   10 April 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Chapter 1. Explainable Artificial Intelligence (XAI).- Chapter 2. Artificial Intelligence (AI) Applications in Job Sequencing and Scheduling.- Chapter 3. XAI Applications to Job sequencing and Scheduling.- Chapter 4. Explaining Artificial Neural Network and Deep Learning Applications in Job Sequencing and Scheduling.- Chapter 5. Explaining Genetic Algorithm and Other Bio-inspired Algorithm Applications in Job Sequencing and Scheduling.- Chapter 6. Tailoring Scheduling Rules Using XAI.- Chapter 7. XAI-enabled Edge Computing Application in Job Sequencing and Scheduling.

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Author Information

Dr. Chen has published papers on job scheduling in semiconductor manufacturing factories in journals such as Expert Systems and Applications, Neural Computing and Applications, International Journal of Advanced Manufacturing Technology, Journal of Intelligent Manufacturing, and Computers and Industrial Engineering. He also authored a book entitled ""Production Planning and Control in Semiconductor Manufacturing: Big Data Analytics and Industry 4.0 Applications"" for Springer in 2022. He has guest edited several special issues on job scheduling in large-scale manufacturing systems and just-in-time manufacturing and maintenance for journals including Operations Research, International Journal of Intelligent Systems, and International Journal of Advanced Manufacturing Technology. In 2023, he authored a book entitled ""Explainable Artificial Intelligence in Manufacturing: Methodology, Tools, and Applications"" for Springer.

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