IEEE

Distributed Flexible Job Shop Scheduling With Heterogeneous Transportation Resources Constraints via Deep Reinforcement Learning and Graph Neural Network

Abstract: The distributed flexible job shop scheduling problem (DFJSP) has emerged as a critical challenge in the field of scheduling optimization due to its intricate resource allocation and the ...
IEEE

An Improved Niche Genetic Algorithm for Solving Job Shop Scheduling Problem

Abstract: The Job Shop Scheduling Problem (JSP) is one of the typical combinatorial optimization challenges, and has been a hot and difficult topic in academic research since the 1950s. In recent ...