An efficient manufacturing system is key to maintaining a healthy economy today. With the
rapid development of science and technology and the progress of human society, the …

Dynamic scheduling plays a pivotal role in smart manufacturing by enabling real-time
adjustments to production schedules, thereby enhancing system resilience and promoting …

Production planning in supply chain management faces considerable challenges due to the
dynamics and unpredictability of the production environment. Decision support systems …

ABSTRACT Production Planning and Control involves combinatorial optimization problems
subject to domain-related constraints. Hence, decision-support systems are required to …

Today's agile production systems face an ever-increasing complexity due to individualized
mass production, a volatile customer demand and dynamic events which disrupt the …

Scheduling plays an important role in automated production. Its impact can be found in
various fields such as the manufacturing industry, the service industry and the technology …

This paper explores the potential application of Deep Reinforcement Learning in the
furniture industry. To offer a broad product portfolio, most furniture manufacturers are …

Job shop scheduling problems (JSSPs) have been the subject of intense studies for
decades because they are often at the core of significant industrial planning challenges and …

Production scheduling contains a wide variety of nondeterministic polynomial time hard
problems that are differentiated by machine setups, constraints and optimisation targets …

Current political, economic, and ecological developments put severe pressure on European
industries. Significant value chains depend uniliterally on single suppliers for many …