Sensitivitätsanalyse eines Fertigungssystems mit Hilfe der infinitesimalen Pertubationsanalyse (IPA). - Bernd Heidergott (ASIM, 1991)

Pfadanalyse stochastischer Netzwerke. - Bernd Heidergott (Kovač, 1996)

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

Infinitesimal perturbation analysis for queueing networks with general service time distributions. - Bernd Heidergott (Queueing Syst. Theory Appl., 1999)

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

Analysing sojourn times in queueing networks: A structural approach. - Bernd Heidergott (Math. Methods Oper. Res., 2000)

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

Towards a (Max, +) Control Theory for Public Transportation Networks. - Bernd Heidergott; R. de Vries (Discret. Event Dyn. Syst., 2001)

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

Complexity reduction in MPC for stochastic max-plus-linear systems by variability expansion. - Ton J. J. van den Boom; Bart De Schutter; Bernd Heidergott (CDC, 2002)

A note on the relation between weak derivatives and perturbation realization. - Bernd Heidergott; Xi-Ren Cao (IEEE Trans. Autom. Control., 2002)

A Paradigm for Derivatives of Positive Systems. - Bernd Heidergott (POSTA, 2003)

A probabilistic (max, +) approach for determining railway infrastructure capacity. - A. F. de Kort; Bernd Heidergott; Hayriye Ayhan (Eur. J. Oper. Res., 2003)

Single-run gradient estimation via measure-valued differentiation. - Bernd Heidergott; Arie Hordijk (IEEE Trans. Autom. Control., 2004)

Series Expansions of Generalized Matrix Products. - Haralambie Leahu; Bernd Heidergott (CDC/ECC, 2005)

Measure-Valued Differentiation for Stationary Markov Chains. - Bernd Heidergott; Arie Hordijk; Heinz Weisshaupt (Math. Oper. Res., 2006)

Complexity reduction in MPC for stochastic max-plus-linear discrete event systems by variability expansion. - Ton J. J. van den Boom; Bernd Heidergott (Autom., 2007)

A Note on Gradient Estimation for Maintenance Systems. - Bernd Heidergott; Taoying Yuan (IEEE Trans. Autom. Control., 2007)

Sensitivity estimation for Gaussian systems. - Bernd Heidergott; Felisa J. Vázquez-Abad; Warren Volk-Makarewicz (Eur. J. Oper. Res., 2008)

Quantile Sensitivity Estimation. - Bernd Heidergott; Warren Volk-Makarewicz (NET-COOP, 2009)

Strong bounds on perturbations. - Bernd Heidergott; Arie Hordijk; Haralambie Leahu (Math. Methods Oper. Res., 2009)

Gradient estimation for a class of systems with bulk services: A problem in public transportation. - Bernd Heidergott; Felisa J. Vázquez-Abad (ACM Trans. Model. Comput. Simul., 2009)

Gradient estimation for quantiles of stationary waiting times. - Bernd Heidergott; Warren Volk-Makarewicz; Felisa J. Vázquez-Abad (WODES, 2010)

A Perturbation Analysis Approach to Phantom Estimators for Waiting Times in the G/G/1 Queue. - Bernd Heidergott; Taoying Farenhorst-Yuan; Felisa J. Vázquez-Abad (Discret. Event Dyn. Syst., 2010)

Gradient Estimation for Multicomponent Maintenance Systems with Age-Replacement Policy. - Bernd Heidergott; Taoying Farenhorst-Yuan (Oper. Res., 2010)

Series Expansions for Continuous-Time Markov Processes. - Bernd Heidergott; Arie Hordijk; Nicole Leder (Oper. Res., 2010)

An Approximation Approach for the Deviation Matrix of Continuous-Time Markov Processes with Application to Markov Decision Theory. - Nicole Leder; Bernd Heidergott; Arie Hordijk (Oper. Res., 2010)

Weak Differentiability of Product Measures. - Bernd Heidergott; Haralambie Leahu (Math. Oper. Res., 2010)

A Taylor series approach to the numerical analysis of the M/D/1/N queue. - Karim Abbas; Bernd Heidergott; Djamil Aïssani (ICCS, 2010)

Gradient estimation for discrete-event systems by measure-valued differentiation. - Bernd Heidergott; Felisa J. Vázquez-Abad; Georg Ch. Pflug; Taoying Farenhorst-Yuan (ACM Trans. Model. Comput. Simul., 2010)

A coupling approach to estimating the Lyapunov exponent of stochastic max-plus linear systems. - Rob M. P. Goverde; Bernd Heidergott; Glenn Merlet (Eur. J. Oper. Res., 2011)

Markov Chains. - Arnoldo Frigessi; Bernd Heidergott (International Encyclopedia of Statistical Science, 2011)

Optimal balanced control for call centers. - Sandjai Bhulai; Taoying Farenhorst-Yuan; Bernd Heidergott; Dinard van der Laan (Ann. Oper. Res., 2012)

The Taylor Series Expansions for Performance Functions of Queues: Sensitivity Analysis. - Sofiane Ouazine; Karim Abbas; Bernd Heidergott (ASMTA, 2013)

A functional approximation for the M/G/1/N queue. - Karim Abbas; Bernd Heidergott; Djamil Aïssani (Discret. Event Dyn. Syst., 2013)

Perturbation analysis of waiting times in the G/G/1 queue. - Haralambie Leahu; Bernd Heidergott; Arie Hordijk (Discret. Event Dyn. Syst., 2013)

Towards a Statistical System Analysis. - Bernd Heidergott (VECoS, 2014)

A Series Expansion Approach to Risk Analysis of an Inventory System with Sourcing. - Joost Berkhout; Bernd Heidergott (WODES, 2014)

Non-Parametric Sensitivity Analysis of the Finite M/M/1 Queue. - Bernd Heidergott; Djamil Aïssani; Zina Hamoudi (WODES, 2014)

Efficient Algorithm for Computing the Ergodic Projector of Markov Multi-chains. - Joost Berkhout; Bernd Heidergott (ICCS, 2015)

A Genetic Algorithm for Finding Good Balanced Sequences in a Customer Assignment Problem with no State Information. - Wim Hordijk; Arie Hordijk; Bernd Heidergott (Asia Pac. J. Oper. Res., 2015)

Sensitivity analysis of ranked data: from order statistics to quantiles. - Warren Volk-Makarewicz; Bernd Heidergott (Discret. Event Dyn. Syst., 2015)

A Smoothed Perturbation Analysis of Parisian Options. - Bernd Heidergott; Haralambie Leahu; Warren M. Volk-Makarewicz (IEEE Trans. Autom. Control., 2015)

Nonergodic Jackson networks with infinite supply-local stabilization and local equilibrium analysis. - Jennifer Sommer; Hans Daduna; Bernd Heidergott (J. Appl. Probab., 2016)

A Measure-Valued Differentiation Approach to Sensitivities of Quantiles. - Bernd Heidergott; Warren Volk-Makarewicz (Math. Oper. Res., 2016)

Analysis of Jackson networks with infinite supply and unreliable nodes. - Jennifer Sommer; Joost Berkhout; Hans Daduna; Bernd Heidergott (Queueing Syst. Theory Appl., 2017)

Ranking nodes in general networks: a Markov multi-chain approach. - Joost Berkhout; Bernd Heidergott (Discret. Event Dyn. Syst., 2018)

A New Unbiased Stochastic Derivative Estimator for Discontinuous Sample Performances with Structural Parameters. - Yijie Peng; Michael C. Fu 001; Jian-Qiang Hu; Bernd Heidergott (Oper. Res., 2018)

optimizing outpatient Department Staffing Level using Multi-Fidelity Models. - Bowen Pang; Xiaolei Xie; Bernd Heidergott; Yijie Peng (CASE, 2019)

Dynamic Sampling Procedure for Decomposable Random Networks. - Haidong Li; Yijie Peng; Xiaoyun Xu; Chun-Hung Chen; Bernd Heidergott (WSC, 2019)

From Data to Stochastic Modeling and Decision Making: What Can We Do Better? - Joost Berkhout; Bernd Heidergott; Henry Lam; Yijie Peng (Asia Pac. J. Oper. Res., 2019)

Robustness analysis of generalized Jackson network. - Joost Berkhout; Bernd Heidergott; Jennifer Sommer; Hans Daduna (Comput. Manag. Sci., 2019)

Analysis of Markov Influence Graphs. - Joost Berkhout; Bernd Heidergott (Oper. Res., 2019)

The Jump Start Power Method: A New Approach for Computing the Ergodic Projector of a Finite Markov Chain. - Joost Berkhout; Bernd Heidergott (J. Sci. Comput., 2019)

Naïve learning in social networks with random communication. - Jia-Ping Huang; Bernd Heidergott; Ines Lindner (Soc. Networks, 2019)

Differentiation via Logarithmic Expansions. - Michael C. Fu 001; Bernd Heidergott; Haralambie Leahu; Felisa J. Vázquez-Abad (Asia Pac. J. Oper. Res., 2020)

Maximum Likelihood Estimation by Monte Carlo Simulation: Toward Data-Driven Stochastic Modeling. - Yijie Peng; Michael C. Fu 001; Bernd Heidergott; Henry Lam (Oper. Res., 2020)

Statistical Taylor series expansion: An approach for epistemic uncertainty propagation in Markov reliability models. - Katia Bachi; Karim Abbas; Bernd Heidergott (RAIRO Oper. Res., 2021)

Analysis of Measure-Valued Derivatives in a Reinforcement Learning Actor-Critic Framework. - Kim van den Houten; Emile van Krieken; Bernd Heidergott (WSC, 2022)

Assessing the impact of jumps in an option pricing model: A gradient estimation approach. - Warren Volk-Makarewicz; Svetlana Borovkova; Bernd Heidergott (Eur. J. Oper. Res., 2022)

A New Likelihood Ratio Method for Training Artificial Neural Networks. - Yijie Peng; Li Xiao 005; Bernd Heidergott; L. Jeff Hong; Henry Lam (INFORMS J. Comput., 2022)

A neural network approach to performance analysis of tandem lines: The value of analytical knowledge. - N. A. Dieleman; Joost Berkhout; Bernd Heidergott (Comput. Oper. Res., 2023)

Distortion Risk Measure-Based Deep Reinforcement Learning. - Jinyang Jiang 001; Bernd Heidergott; Jiaqiao Hu; Yijie Peng (WSC, 2024)

A First-Order Gradient Approach for the Connectivity Analysis of Weighted Graphs. - Christian P. C. Franssen; Alessandro Zocca; Bernd F. Heidergott (CoRR, 2024)

Feature-Based Network Construction: From Sampling to What-if Analysis. - Christian Franssen; Joost Berkhout; Bernd Heidergott (CoRR, 2024)

Perturbation and Inverse Problems of Stochastic Matrices. - Joost Berkhout; Bernd Heidergott; Paul Van Dooren (SIAM J. Matrix Anal. Appl., 2024)

CoNNect: A Swiss-Army-Knife Regularizer for Pruning of Neural Networks. - Christian Franssen; Jinyang Jiang 001; Yijie Peng; Bernd Heidergott (CoRR, 2025)

A Practical Guide to Interpretable Role-Based Clustering in Multi-Layer Financial Networks. - Christian Franssen; Iman van Lelyveld; Bernd Heidergott (CoRR, 2025)