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A DQN-based memetic algorithm for energy-efficient job shop scheduling problem with integrated limited AGVs
AGVs have gained significant popularity in various industries. However, the existing
literature rarely considers the integrated scheduling of production and logistics on the …
literature rarely considers the integrated scheduling of production and logistics on the …
Tabu search based on novel neighborhood structures for solving job shop scheduling problem integrating finite transportation resources
As advancements in transportation equipment intelligence continue, the job shop
scheduling problem integrating finite transportation resources (JSPIFTR) has attracted …
scheduling problem integrating finite transportation resources (JSPIFTR) has attracted …
Knowledge-based multi-objective evolutionary algorithm for energy-efficient flexible job shop scheduling with mobile robot transportation
Energy-efficient production is a core requirement for manufacturing companies to transform
and upgrade. The popularity of mobile robots (MRs) has led to a closer relationship between …
and upgrade. The popularity of mobile robots (MRs) has led to a closer relationship between …
An operator-inspired framework for metaheuristics and its applications on job-shop scheduling problems
The job-shop scheduling problem (JSP) is a well-known combinatorial optimization problem
in manufacturing systems. For the past two decades, real-number metaheuristics have been …
in manufacturing systems. For the past two decades, real-number metaheuristics have been …
A Knowledge-Driven Hybrid Algorithm for Solving the Integrated Production and Transportation Scheduling Problem in Job Shop
Intelligent transportation systems, incorporating multiple AGVs, are extensively utilized in
manufacturing workshops in various industries. This widespread use has spurred significant …
manufacturing workshops in various industries. This widespread use has spurred significant …
A novel neighborhood structure for flexible job shop scheduling problem considering Quality-Efficiency coupling effect
Q Zheng, W Dai, C Peng, J Wang, Y Zhao - Computers & Industrial …, 2025 - Elsevier
Balancing product quality and production efficiency in flexible job shop scheduling facilitates
optimal allocation of time and resources, ultimately enhancing total profit. To address this …
optimal allocation of time and resources, ultimately enhancing total profit. To address this …
MILP Modeling and Optimization of Multi-objective Three-Stage Flexible Job Shop Scheduling Problem with Assembly and AGV Transportation
In the real manufacturing environment, the machining stage of the jobs and the assembly
stage of the products are often completed in different workshops. In addition, automatic …
stage of the products are often completed in different workshops. In addition, automatic …
Cooperative Communication Via Automated Guided Vehicle and Unmanned Aerial Vehicle: A Distributed Collaborate Beamforming Method
The advantages of autonomy, stability, and high load capability make automated guided
vehicles (AGVs) appealing for applications like intelligent transportation networks …
vehicles (AGVs) appealing for applications like intelligent transportation networks …
A disjunctive graph-based metaheuristic for flexible job-shop scheduling problems considering fixture shortages in customized manufacturing systems
Customized manufacturing systems represent a promising production paradigm capable of
producing a variety of products to meet diverse customer needs. However, limited resources …
producing a variety of products to meet diverse customer needs. However, limited resources …
A Flexible Job Shop Scheduling Problem Considering On-Site Machining Fixtures: A Case Study From Customized Manufacturing Enterprise
The joint optimization of production scheduling and resource constraints is critical to modern
manufacturing systems. The number of auxiliary resources (fixtures) is usually insufficient in …
manufacturing systems. The number of auxiliary resources (fixtures) is usually insufficient in …