Dynamic flexible job shop scheduling using double deep Q-network

• Main Author: Chua, Hui Shun
• Other Authors: Rajesh Piplani
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Industrial engineering::Supply chain; Engineering::Mechanical engineering
• Online Access: https://hdl.handle.net/10356/150878
• Institution: Nanyang Technological University

The job shop scheduling problem (JSP) is a scheduling problem that aims to generate a near-optimal production schedule in a job shop. The flexible job shop scheduling problem (FJSP) is an extension of the JSP where each operation can be assigned on one or more available machines. The FJSP involves 2...