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math.OC2025
An Unconstrained Optimization Approach to Moment Fitting with Phase Type Distributions
Eliran Sherzer, Yehezkel Resheff, Miklos Telek
Phase type (PH) distributions are widely used in modeling and simulation due to their generality and analytical properties. In such settings, it is often necessary to construct a P…
cs.PF2025
Analyzing homogenous and heterogeneous multi-server queues via neural networks
Eliran Sherzer
In this paper, we use a machine learning approach to predict the stationary distributions of the number of customers in a single-staiton multi server system. We consider two system…