If you made any changes in Pure, your changes will be visible here soon.

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.

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 Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2011 2019

  • 220 Citations
  • 8 h-Index
  • 29 Conference contribution
  • 15 Article
  • 2 Chapter

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 proceedingConference 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 proceedingConference contribution

Stochastic Optimization
Fidelity
Simulation Model
Cost Function
Cost functions
1 Citation (Scopus)

Falsification of cyber-physical systems with robustness uncertainty quantification through stochastic optimization with adaptive restart

Mathesen, L., Yaghoubi, S., Pedrielli, G. & Fainekos, G., Aug 2019, 2019 IEEE 15th International Conference on Automation Science and Engineering, CASE 2019. IEEE Computer Society, p. 991-997 7 p. 8843005. (IEEE International Conference on Automation Science and Engineering; vol. 2019-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Temporal logic
Trajectories
Specifications
Formal logic
Uncertainty

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 proceedingConference 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 proceedingConference contribution

Distribution Network
Stochastic Optimization
Electric power distribution
Pump
Pumps

Projects 2017 2022