Journal Articles / Refereed Conference Proceedings
F. Peng, T. Sandholm. Optimal learning of large Bayesian network structure using integer programming. Working paper
F. Peng, T. Sandholm. Scalable segment abstraction method for advertising campaign admission and inventory allocation optimization. In Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI), 2016. Acceptance rate: <0.25
F. Peng, S. Jiang, H. E. Romeijn, and M. Epelman. VMATC: VMAT with Constant Gantry Speed and Dose Rate. Physics in Medicine and Biology 60 (2015), 2955-2979
F. Peng, A. Cohn, O. Gusikhin, and D. Perner. Algorithms for the Hybrid Fleet Vehicle Routing Problem. In Proceedings of the 1st International Conference on Vehicle Technology and Intelligent Transport Systems, 2015
Z. Tian, F. Peng, M. Folkerts, J. Tan, X. Jia, and S. Jiang. Multi-GPU implementation of a VMAT treatment plan optimization algorithm. Medical Physics 42, 2841 (2015)
F. Peng, X. Jia, X. Gu, M. Epelman, H. E. Romeijn, and S. Jiang. A New Column Generation Based Algorithm for VMAT Treatment Plan Optimization. Physics in Medicine and Biology 57 (2012), 4569-4588
Book Chapters
Z. Tian, Q. Gautier, X. Gu, C. Men, F. Peng, M. Zarepisheh, Y. J. Graves, A. Uribe-Sanchez, X. Jia, and S. B. Jiang. SCORE System for Online Adaptive Radiotherapy. Chapter in: Applications of GPU-based High Performance Computing in Radiation Therapy, Xun Jia and Steve Jiang, editors. Taylor and Francis (2015)
F. Peng, Z. Tian, H. E. Romeijn, and C. Men. VMAT Treatment Plan Optimization. Chapter in: Applications of GPU-based High Performance Computing in Radiation Therapy, Xun Jia and Steve Jiang, editors. Taylor and Francis (2015)
Patents
- Automated allocation of media campaign assets to time and program in digital media deliverysystems, T. Sandholm, F. Peng, J. Dickerson, U.S. Patent 9,699,502, July 2017
Other
F. Peng, Optimization Methods for Volumetric Modulated Arc Therapy and Radiation Therapy Under Uncertainty. Ph.D. thesis, University of Michigan, 2013
F. Peng, K. Rashid, and B. Couet, Robust optimization methods for oilfield problems under uncertainty. Technical Report OFSR/2012/132/MMC, Schlumberger-Doll Research