Research Output per year
Fingerprint Dive into the research topics where Giulia Pedrielli is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Simulation Optimization
Mathematics
Discrete event simulation
Engineering & Materials Science
Optimization
Mathematics
Discrete Event Simulation
Mathematics
Sampling
Engineering & Materials Science
Discrete Event
Mathematics
Stochastic Optimization
Mathematics
Fidelity
Mathematics
Network
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Research Output 2011 2019
Continuous simulation optimization with model mismatch using Gaussian process regression
Inanlouganji, A., Pedrielli, G., Fainekos, G. & Pokutta, S., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2131-2142 12 p. 8632427. (Proceedings - Winter Simulation Conference; vol. 2018-December).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Simulation Optimization
Continuous Optimization
Gaussian Process
Fidelity
Regression
Falsification of cyber-physical systems through multi-fidelity stochastic optimization
Inanlouganji, A., Yaghoubi, S., Fainekos, G. & Pedrielli, G., Apr 15 2019, SNR 2019 - Proceedings of the 5th International Workshop on Symbolic-Numeric Methods for Reasoning about CPS and IoT. Ramachandran, G. S. & Ortiz, J. (eds.). Association for Computing Machinery, Inc, 3313371. (SNR 2019 - Proceedings of the 5th International Workshop on Symbolic-Numeric Methods for Reasoning about CPS and IoT).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Stochastic Optimization
Fidelity
Simulation Model
Cost Function
Cost functions
Simulation-based Benders cuts: A new cutting approach to approximately solve simulation-optimization problems
Zhang, M., Matta, A., Alfieri, A. & Pedrielli, G., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2225-2236 12 p. 8632326. (Proceedings - Winter Simulation Conference; vol. 2018-December).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Simulation Optimization
Benders Decomposition
Optimization Problem
Large Solutions
Simulation
Stochastic optimization for feasibility determination: An application to water pump operation in water distribution network
Tsai, Y. A., Pedrielli, G., Mathesen, L., Zabinsky, Z. B., Huang, H., Candelieri, A. & Perego, R., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1945-1956 12 p. 8632513. (Proceedings - Winter Simulation Conference; vol. 2018-December).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Distribution Network
Stochastic Optimization
Electric power distribution
Pump
Pumps
TD-OCBA: Optimal computing budget allocation and time dilation for simulation optimization of manufacturing systems
Zhu, Y., Pedrielli, G. & Hay Lee, L., Mar 4 2019, In : IISE Transactions. 51, 3, p. 219-231 13 p.Research output: Contribution to journal › Article
Time series
Experiments
Discrete event simulation
Analytical models
Simulators
Projects 2017 2020
EAGER: CMMI: OE: Exploring Discrete Event Dynamics to model and control intelligent systems
National Science Foundation (NSF)
6/1/18 → 5/31/20
Project: Research project
Center of Excellence for Accelerating Operational Efficiency (CAOE)
Maciejewski, R., Roe-Sepowitz, D., Liu, H., Askin, R., Kull, T., Ahn, G., Mirchandani, P., Mancenido, M., Bliss, N., Tong, H., He, J., Sefair, J., Chiou, E. & Pedrielli, G.
US Department of Homeland Security (DHS)
9/1/17 → 6/30/20
Project: Research project
CES Project: Coverage guarantees for requirements guided falsification
INDUSTRY: Various Consortium Members
8/1/18 → 8/31/19
Project: Research project