DESBench reveals structural trade-offs among centralized, hierarchical, heterarchical, and holonic coordination in dynamic industrial scheduling that outcome metrics alone miss.
Benchmarking flexible job-shop scheduling and control systems.Control Engineering Practice, 21(9):1204–1225
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The paper creates a new collection of ready-to-use FJSP instances with worker flexibility and uncertainty simulation, plus metrics and baselines, to support reproducible solver comparisons in production scheduling.
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When Does Hierarchy Help? Benchmarking Agent Coordination in Event-Driven Industrial Scheduling
DESBench reveals structural trade-offs among centralized, hierarchical, heterarchical, and holonic coordination in dynamic industrial scheduling that outcome metrics alone miss.
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A Benchmarking Suite for Flexible Job Shop Scheduling Problems with Worker Flexibility under Uncertainty
The paper creates a new collection of ready-to-use FJSP instances with worker flexibility and uncertainty simulation, plus metrics and baselines, to support reproducible solver comparisons in production scheduling.