A Deep Reinforcement Learning Framework Based on an Attention Mechanism and Disjunctive Graph Embedding for the Job-Shop Scheduling Problem
Author:
Affiliation:
1. School of Mechanical and Electrical Engineering, Soochow University, Suzhou, China
2. School of Management, Shanghai University, Shanghai, China
Funder
National Natural Science Foundation of China
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Computer Science Applications,Information Systems,Control and Systems Engineering
Link
http://xplorestaging.ieee.org/ielx7/9424/9989328/09757835.pdf?arnumber=9757835
Reference35 articles.
1. A quantum behaved particle swarm optimization for flexible job shop scheduling
2. A Tabu Search Algorithm for Job Shop Scheduling
3. Efficient estimation of word representations in vector space;mikolov;Proc IEEE Workshop Spoken Lang Technol,0
4. Machine Sequencing Via Disjunctive Graphs: An Implicit Enumeration Algorithm
5. Differential Evolution Algorithm for Job Shop Scheduling Problem
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