Bernd Heidergott

According to our database1, Bernd Heidergott authored at least 54 papers between 1996 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:



Maximum Likelihood Estimation by Monte Carlo Simulation: Toward Data-Driven Stochastic Modeling.
Oper. Res., 2020

Differentiation via Logarithmic Expansions.
Asia Pac. J. Oper. Res., 2020

Naïve learning in social networks with random communication.
Soc. Networks, 2019

The Jump Start Power Method: A New Approach for Computing the Ergodic Projector of a Finite Markov Chain.
J. Sci. Comput., 2019

Analysis of Markov Influence Graphs.
Oper. Res., 2019

Robustness analysis of generalized Jackson network.
Comput. Manag. Sci., 2019

From Data to Stochastic Modeling and Decision Making: What Can We Do Better?
Asia Pac. J. Oper. Res., 2019

Dynamic Sampling Procedure for Decomposable Random Networks.
Proceedings of the 2019 Winter Simulation Conference, 2019

optimizing outpatient Department Staffing Level using Multi-Fidelity Models.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

A New Unbiased Stochastic Derivative Estimator for Discontinuous Sample Performances with Structural Parameters.
Oper. Res., 2018

Ranking nodes in general networks: a Markov multi-chain approach.
Discret. Event Dyn. Syst., 2018

Analysis of Jackson networks with infinite supply and unreliable nodes.
Queueing Syst. Theory Appl., 2017

A Measure-Valued Differentiation Approach to Sensitivities of Quantiles.
Math. Oper. Res., 2016

Nonergodic Jackson networks with infinite supply-local stabilization and local equilibrium analysis.
J. Appl. Probab., 2016

A Smoothed Perturbation Analysis of Parisian Options.
IEEE Trans. Autom. Control., 2015

Sensitivity analysis of ranked data: from order statistics to quantiles.
Discret. Event Dyn. Syst., 2015

A Genetic Algorithm for Finding Good Balanced Sequences in a Customer Assignment Problem with no State Information.
Asia Pac. J. Oper. Res., 2015

Efficient Algorithm for Computing the Ergodic Projector of Markov Multi-chains.
Proceedings of the International Conference on Computational Science, 2015

Non-Parametric Sensitivity Analysis of the Finite M/M/1 Queue.
Proceedings of the 12th International Workshop on Discrete Event Systems, 2014

A Series Expansion Approach to Risk Analysis of an Inventory System with Sourcing.
Proceedings of the 12th International Workshop on Discrete Event Systems, 2014

Towards a Statistical System Analysis.
Proceedings of the 8th International Workshop on Verification and Evaluation of Computer and Communication Systems, 2014

Perturbation analysis of waiting times in the G/G/1 queue.
Discret. Event Dyn. Syst., 2013

A functional approximation for the M/G/1/N queue.
Discret. Event Dyn. Syst., 2013

The Taylor Series Expansions for Performance Functions of Queues: Sensitivity Analysis.
Proceedings of the Analytical and Stochastic Modelling Techniques and Applications, 2013

Optimal balanced control for call centers.
Ann. Oper. Res., 2012

Markov Chains.
Proceedings of the International Encyclopedia of Statistical Science, 2011

A coupling approach to estimating the Lyapunov exponent of stochastic max-plus linear systems.
Eur. J. Oper. Res., 2011

Gradient estimation for discrete-event systems by measure-valued differentiation.
ACM Trans. Model. Comput. Simul., 2010

A Taylor series approach to the numerical analysis of the M/D/1/N queue.
Proceedings of the International Conference on Computational Science, 2010

Weak Differentiability of Product Measures.
Math. Oper. Res., 2010

An Approximation Approach for the Deviation Matrix of Continuous-Time Markov Processes with Application to Markov Decision Theory.
Oper. Res., 2010

Series Expansions for Continuous-Time Markov Processes.
Oper. Res., 2010

Gradient Estimation for Multicomponent Maintenance Systems with Age-Replacement Policy.
Oper. Res., 2010

A Perturbation Analysis Approach to Phantom Estimators for Waiting Times in the G/G/1 Queue.
Discret. Event Dyn. Syst., 2010

Gradient estimation for quantiles of stationary waiting times.
Proceedings of the 10th International Workshop on Discrete Event Systems, 2010

Gradient estimation for a class of systems with bulk services: A problem in public transportation.
ACM Trans. Model. Comput. Simul., 2009

Strong bounds on perturbations.
Math. Methods Oper. Res., 2009

Quantile Sensitivity Estimation.
Proceedings of the Network Control and Optimization, Third Euro-NF Conference, 2009

Sensitivity estimation for Gaussian systems.
Eur. J. Oper. Res., 2008

A Note on Gradient Estimation for Maintenance Systems.
IEEE Trans. Autom. Control., 2007

Complexity reduction in MPC for stochastic max-plus-linear discrete event systems by variability expansion.
Autom., 2007

Measure-Valued Differentiation for Stationary Markov Chains.
Math. Oper. Res., 2006

Single-run gradient estimation via measure-valued differentiation.
IEEE Trans. Autom. Control., 2004

A probabilistic (max, +) approach for determining railway infrastructure capacity.
Eur. J. Oper. Res., 2003

A Paradigm for Derivatives of Positive Systems.
Proceedings of the Positive Systems, 2003

A note on the relation between weak derivatives and perturbation realization.
IEEE Trans. Autom. Control., 2002

A Differential Calculus for Random Matrices with Applications to (max, +)-Linear Stochastic Systems.
Math. Oper. Res., 2001

Towards a (Max, +) Control Theory for Public Transportation Networks.
Discret. Event Dyn. Syst., 2001

A characterisation of (max-linear queueing systems.
Queueing Syst. Theory Appl., 2000

Analysing sojourn times in queueing networks: A structural approach.
Math. Methods Oper. Res., 2000

Customer-Oriented Finite Perturbation Analysis for Queueing Networks.
Discret. Event Dyn. Syst., 2000

Infinitesimal perturbation analysis for queueing networks with general service time distributions.
Queueing Syst. Theory Appl., 1999

Optimisation of a single-component maintenance system: A smoothed perturbation analysis approach.
Eur. J. Oper. Res., 1999

Pfadanalyse stochastischer Netzwerke.
PhD thesis, 1996