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2024

Journal Article

Adaptive discretization using Voronoi trees for continuous pOMDPs

Hoerger, Marcus, Kurniawati, Hanna, Kroese, Dirk and Ye, Nan (2024). Adaptive discretization using Voronoi trees for continuous pOMDPs. The International Journal of Robotics Research, 43 (9), 1283-1298. doi: 10.1177/02783649231188984

Adaptive discretization using Voronoi trees for continuous pOMDPs

2023

Journal Article

Detailed estimation of grid-side current and its oscillations caused by adjustable speed drive systems

Moradi, Arash, Farajizadeh, Farzad, Zare, Firuz, Kumar, Dinesh, Rathnayake, Hansika, Sharma, Rahul and Kroese, Dirk (2023). Detailed estimation of grid-side current and its oscillations caused by adjustable speed drive systems. IEEE Transactions on Industrial Electronics, PP (99), 1-10. doi: 10.1109/tie.2022.3206695

Detailed estimation of grid-side current and its oscillations caused by adjustable speed drive systems

2023

Journal Article

Model‐based offline reinforcement learning for sustainable fishery management

Ju, Jun, Kurniawati, Hanna, Kroese, Dirk and Ye, Nan (2023). Model‐based offline reinforcement learning for sustainable fishery management. Expert Systems, 42 (1) e13324. doi: 10.1111/exsy.13324

Model‐based offline reinforcement learning for sustainable fishery management

2022

Journal Article

Current harmonics generated by multiple adjustable speed drives in distribution networks in the frequency range of 2-9 kHz

Moradi, Arash, Zare, Firuz, Kumar, Dinesh, Yaghoobi, Jalil, Sharma, Rahul and Kroese, Dirk (2022). Current harmonics generated by multiple adjustable speed drives in distribution networks in the frequency range of 2-9 kHz. IEEE Transactions on Industry Applications, 58 (4), 1-1. doi: 10.1109/tia.2022.3172024

Current harmonics generated by multiple adjustable speed drives in distribution networks in the frequency range of 2-9 kHz

2022

Journal Article

Simulating rare events in queues via neural networks

Kroese, Dirk P. and Gibson, Lachlan J. (2022). Simulating rare events in queues via neural networks. Queueing Systems, 100 (3-4), 537-539. doi: 10.1007/s11134-022-09751-0

Simulating rare events in queues via neural networks

2021

Journal Article

Rare events in random geometric graphs

Hirsch, Christian, Moka, Sarat B., Taimre, Thomas and Kroese, Dirk P. (2021). Rare events in random geometric graphs. Methodology and Computing in Applied Probability, 24 (3), 1367-1383. doi: 10.1007/s11009-021-09857-7

Rare events in random geometric graphs

2020

Journal Article

Perfect sampling for Gibbs point processes using partial rejection sampling

Moka, Sarat B. and Kroese, Dirk P. (2020). Perfect sampling for Gibbs point processes using partial rejection sampling. Bernoulli, 26 (3), 2082-2104. doi: 10.3150/19-BEJ1184

Perfect sampling for Gibbs point processes using partial rejection sampling

2020

Journal Article

Chromosome arm aneuploidies shape tumour evolution and drug response

Shukla, Ankit, Nguyen, Thu H. M., Moka, Sarat B., Ellis, Jonathan J., Grady, John P., Oey, Harald, Cristino, Alexandre S., Khanna, Kum Kum, Kroese, Dirk P., Krause, Lutz, Dray, Eloise, Fink, J. Lynn and Duijf, Pascal H. G. (2020). Chromosome arm aneuploidies shape tumour evolution and drug response. Nature Communications, 11 (1) 449, 449. doi: 10.1038/s41467-020-14286-0

Chromosome arm aneuploidies shape tumour evolution and drug response

2018

Journal Article

On the analysis of independent sets via multilevel splitting

Vaisman, Radislav and Kroese, Dirk P. (2018). On the analysis of independent sets via multilevel splitting. Networks, 71 (3), 281-301. doi: 10.1002/net.21805

On the analysis of independent sets via multilevel splitting

2017

Journal Article

Splitting for Multi-objective Optimization

Duan, Qibin and Kroese, Dirk P. (2017). Splitting for Multi-objective Optimization. Methodology and Computing in Applied Probability, 20 (2), 517-533. doi: 10.1007/s11009-017-9572-5

Splitting for Multi-objective Optimization

2017

Journal Article

Without-replacement sampling for particle methods on finite state spaces

Shah, Rohan and Kroese, Dirk P. (2017). Without-replacement sampling for particle methods on finite state spaces. Statistics and Computing, 28 (3), 1-20. doi: 10.1007/s11222-017-9752-8

Without-replacement sampling for particle methods on finite state spaces

2017

Journal Article

The Multilevel Splitting algorithm for graph colouring with application to the Potts model

Vaisman, Radislav, Roughan, Matthew and Kroese, Dirk P. (2017). The Multilevel Splitting algorithm for graph colouring with application to the Potts model. Philosophical Magazine, 97 (19), 1646-1673. doi: 10.1080/14786435.2017.1312023

The Multilevel Splitting algorithm for graph colouring with application to the Potts model

2017

Journal Article

CEoptim: cross-entropy R package for optimization

Benham, Tim, Duan, Qibin, Kroese, Dirk P. and Liquet, Benoît (2017). CEoptim: cross-entropy R package for optimization. Journal of Statistical Software, 76 (1), 1-29. doi: 10.18637/jss.v076.i08

CEoptim: cross-entropy R package for optimization

2016

Journal Article

Splitting sequential Monte Carlo for efficient unreliability estimation of highly reliable networks

Vaisman, Radislav, Kroese, Dirk P. and Gertsbakh, Ilya B. (2016). Splitting sequential Monte Carlo for efficient unreliability estimation of highly reliable networks. Structural Safety, 63, 1-10. doi: 10.1016/j.strusafe.2016.07.001

Splitting sequential Monte Carlo for efficient unreliability estimation of highly reliable networks

2016

Journal Article

Splitting for optimization

Duan, Qibin and Kroese, Dirk P. (2016). Splitting for optimization. Computers and Operations Research, 73, 119-131. doi: 10.1016/j.cor.2016.04.015

Splitting for optimization

2016

Journal Article

A comparison of random walks in dependent random environments

Scheinhardt, Werner R. W. and Kroese, Dirk P. (2016). A comparison of random walks in dependent random environments. Advances in Applied Probability, 48 (1), 199-214. doi: 10.1017/apr.2015.13

A comparison of random walks in dependent random environments

2016

Journal Article

Improved sampling plans for combinatorial invariants of coherent systems

Vaisman, Radislav, Kroese, Dirk P. and Gertsbakh, Ilya B. (2016). Improved sampling plans for combinatorial invariants of coherent systems. IEEE Transactions on Reliability, 65 (1) 7161416, 410-424. doi: 10.1109/TR.2015.2446471

Improved sampling plans for combinatorial invariants of coherent systems

2016

Journal Article

Fitting Laguerre tessellation approximations to tomographic image data

Spettl, A., Brereton, T., Duan, Q., Werz, T., Krill, C. E., Kroese, D. P. and Schmidt, V. (2016). Fitting Laguerre tessellation approximations to tomographic image data. Philosophical Magazine, 96 (2), 166-189. doi: 10.1080/14786435.2015.1125540

Fitting Laguerre tessellation approximations to tomographic image data

2015

Journal Article

Stochastic Enumeration Method for Counting Trees

Vaisman, Radislav and Kroese, Dirk P (2015). Stochastic Enumeration Method for Counting Trees. Methodology and Computing in Applied Probability, 19 (1), 31-73. doi: 10.1007/s11009-015-9457-4

Stochastic Enumeration Method for Counting Trees

2015

Journal Article

Stochastic modeling and predictive simulations for the microstructure of organic semiconductor films processed with different spin coating velocities

Westhoff, D., Van Franeker, J. J., Brereton, T., Kroese, D. P., Janssen, R. A. J. and Schmidt, V. (2015). Stochastic modeling and predictive simulations for the microstructure of organic semiconductor films processed with different spin coating velocities. Modelling and Simulation in Materials Science and Engineering, 23 (4) 045003, 1-21. doi: 10.1088/0965-0393/23/4/045003

Stochastic modeling and predictive simulations for the microstructure of organic semiconductor films processed with different spin coating velocities