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cs.LG2026
A Learning-Based Superposition Operator for Non-Renewal Arrival Processes in Queueing Networks
Eliran Sherzer
The superposition of arrival processes is a fundamental yet analytically intractable operation in queueing networks when inputs are general non-renewal streams. Classical methods e…
cs.LG2026
Supervised Learning for the (s,S) Inventory Model with General Interarrival Demands and General Lead Times
Eliran Sherzer, Yonit Barron
The continuous-review (s,S) inventory model is a cornerstone of stochastic inventory theory, yet its analysis becomes analytically intractable when dealing with non-Markovian syste…