专题：Scheduling and Optimization Algorithms

This cluster of papers focuses on scheduling problems in manufacturing systems, particularly addressing issues such as setup times, batching, dynamic scheduling, energy efficiency, and multi-objective optimization. It explores various techniques including genetic algorithms, agent-based control, and hybrid optimization to improve scheduling efficiency and effectiveness in manufacturing processes.
最新文献
Multiresource-Constrained Flexible Job Shop Scheduling With Fixture Pallets and Setup Stations Under Pallet Automation Systems

article Full Text OpenAlex

Automatic Programming via Large Language Models With Population Self-Evolution for Dynamic Fuzzy Job Shop Scheduling Problem

article Full Text OpenAlex

A Review of Production Scheduling with Artificial Intelligence and Digital Twins

article Full Text OpenAlex

Gini population diversity-guided optimization for Flexible Job-Shop Scheduling in discrete manufacturing systems

article Full Text OpenAlex

An explainable fuzzy collaborative intelligence approach for prioritizing possible measures to tackle challenges in semiconductor manufacturing supply chain localization

article Full Text OpenAlex

Dual Resource Scheduling Method of Production Equipment and Rail-Guided Vehicles Based on Proximal Policy Optimization Algorithm

article Full Text OpenAlex

A Data-Driven Approach for Real-Time Bottleneck Detection and Optimization in Semiconductor Manufacturing Using Active Period Method and Visualization

article Full Text OpenAlex

A reinforcement learning-based two-stage NSGA-II for dynamic flexible job shop scheduling problem with transportation constraints considering participators’ perception

article Full Text OpenAlex

Research on the Optimization of Uncertain Multi-Stage Production Integrated Decisions Based on an Improved Grey Wolf Optimizer

article Full Text OpenAlex

Resource Allocation and Minmax Scheduling Under Group Technology and Different Due-Window Assignments

article Full Text OpenAlex

近5年高被引文献
Revolutionizing Supply Chain Management: Real-time Data Processing and Concurrency

article Full Text OpenAlex 1321 FWCI697.323

IEEE Transactions on Industrial Informatics

paratext Full Text OpenAlex 588 FWCI0

Flexible Job-Shop Scheduling via Graph Neural Network and Deep Reinforcement Learning

article Full Text OpenAlex 380 FWCI46.3708

A multi-action deep reinforcement learning framework for flexible Job-shop scheduling problem

article Full Text OpenAlex 286 FWCI35.8475

Agentic AI: Autonomous Intelligence for Complex Goals—A Comprehensive Survey

article Full Text OpenAlex 285 FWCI377.3397

Deep reinforcement learning in smart manufacturing: A review and prospects

review Full Text OpenAlex 281 FWCI35.8423

Solving Multiobjective Fuzzy Job-Shop Scheduling Problem by a Hybrid Adaptive Differential Evolution Algorithm

article Full Text OpenAlex 273 FWCI35.1442

Deep reinforcement learning for dynamic scheduling of a flexible job shop

article Full Text OpenAlex 262 FWCI33.9493

Proceedings of the International Conference on Industrial Engineering and Operations Management

paratext Full Text OpenAlex 252 FWCI0

A survey of job shop scheduling problem: The types and models

article Full Text OpenAlex 236 FWCI29.3501