3 papers
cs.MA2026
From Global Policies to Local Strategies: Multi-Objective Optimization of Resource-Specific Handover Policies
Lukas Kirchdorfer, Artemis Doumeni, Han van der Aa +1
Efficient resource allocation is a key challenge in business process management, with direct implications for cost, throughput time, and utilization. While recent Reinforcement Lea…
cs.LG2025
A Divide-and-Conquer Approach for Modeling Arrival Times in Business Process Simulation
Lukas Kirchdorfer, Konrad Ãzdemir, Stjepan Kusenic +2
Business Process Simulation (BPS) is a critical tool for analyzing and improving organizational processes by estimating the impact of process changes. A key component of BPS is the…
cs.LG2025
Rethinking BPS: A Utility-Based Evaluation Framework
Konrad Ãzdemir, Lukas Kirchdorfer, Keyvan Amiri Elyasi +2
Business process simulation (BPS) is a key tool for analyzing and optimizing organizational workflows, supporting decision-making by estimating the impact of process changes. The r…