Uncertainty Treatment and OPtimisation In Aerospace Engineering

Risultati finali

First version of the web portal of the ETN and related media (LinkedIn, Twitter) will be launched and opened to the public.

Public lecture series II

TS-II will host a number of public lectures to present UQ to the public. The lectures are open to the general public and are made available to the public on the UTOPIAE portal.

Webinar series I

OTS lectures are recorded and put online on a YouTube channel

PWG podcasts

PWG podcast series to be completed and final recording to be aired

Public lecture series IV

Public lecture at the final conference to present UQ and Optimisation to the general public is delivered.

Public lecture series III

Public lectures delivered at the TSIII to present Optimisation to the general public

Webinar series II

TS-II lectures are recorded and put online on a YouTube channel

LTW-II Proceedings

Collection of the presentations delivered at the LTWII are made available to the scientific community on the UTOPIAE portal.

Webinar series III

TS-III lectures are recorded and put online on a YouTube channel

Public lecture series I

OTS will host a number of public lectures to present OUU to the public. The lectures will be open to the general public and available on the UTOPIAE portal.

Portable app

Phone and tablet app on optimisation, uncertainty quantification and resilience in complex engineering systems is produced and disseminated.

GVW-I Proceedings on OUU

The presentation delivered at the GVW-I will be made available to the scientific community

GVW-II Proceedings

GVW-II Proceedings on High Scale UQ: collection of the presentations delivered at the GVW-II are made available to the scientific community on the UTOPIAE portal.

LTW-I Proceedings

Collection of the presentations delivered at the LTW-I are made accessible to the scientific community on the UTOPIAE web portal.

Training School II

Second training school with a range of specilised lectures and seminars on the topic of Work Pancake 2. The workshop will be organised by the University of Durham with the support of the University of Ghent.

Global Virtual Workshop I

First Global Virtual Workshop in which invited speakers from outside the network will present the latest advancements in the field and the ESR will be able to present their research to the scientific community. It will be organised by INRIA with the support of VKI.

Local Training Workshop II

Second local training workshop with hands on experience for the ESRs. This workshop organised by PoliMi with the support of CIRA will be focused on the development of complementary skills and to translate research into impact. It will see a session in which the Proget Working Groups will need to present a route to commercialisation and a product they want to develop in the future to a panel of venture capitalists.

Global Virtual Workshop II

Second global virtual workshop with presentations from experts from outside the network and from the ESRs. The GVWII coincide also with the summer of code where the ESR together with other students from outside the network will work on a software development project. The workshop will be organised by ESTECO with the support of JSI.

UTOPIAE Conference

The activities of UTOPIAE will close with an international conference where the ESRs will present their results to the scientific community. The conference will be open to both the academic and non-academic sectors and will help the ESRs to make contact with their potential future employers.

Opening Training School

First training event for the ESRs. Organised by USTRAT will provide a range of lectures on all the subjects covered by UTOPIAE so that all the ESRs start from a common basis.

Training School III

Third training school with lectures focalised on the topics of Work Package 3. The school will be organised by CUAS with the support of DLR.

Education CPD

USTRAT will organise a continuous professional development course for teachers to introduce the topic developed in UTOPIAE, in schools so to attract more people (and women) into STEM subjects.

Local Training Workshop I

First local training workshop where the ESRs can have the first hands on experience and share their first results with the rest of the network.

UTOPIAE conference proceedings

UTOPIAE conference presentations and papers are made available to the scientific community in the form of online documents on the UTOPIAE portal and book of proceedings.

Pubblicazioni

Probabilistic Characterization of Operational Uncertainties in Transport Aircraft using OpenSky.

Autori: Sabater Campomanes, Christian
Pubblicato in: OpenSky Symposium 2020, 12-13 Nov 2020, Brussels, Belgium (Virtual), 2020
Editore: OpenSky Symposium 2020
DOI: 10.13140/rg.2.2.26940.46726

On Real-time Management of On-board Ice Protection Systems by means of Machine Learning

Autori: Bárbara Arizmendi, Tommaso Bellosta, Ana Isabel del Val, Giulio Gori, Mariana O. Prazeres, João Reis
Pubblicato in: AIAA Aviation 2019 Forum, 2019, ISBN 978-1-62410-589-0
Editore: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2019-3464

A Decomposition Approach for Computation of Survival Signatures of Heterogeneous Systems with Subsystems with Shared Components

Autori: Daniel Krpelík, Frank P.A. Coolen, Louis J.M. Aslett
Pubblicato in: Proceedings of the 29th European Safety and Reliability Conference (ESREL), 2019, Pagina/e 2266-2273, ISBN 978-981-11-2724-3
Editore: Research Publishing Services
DOI: 10.3850/978-981-11-2724-3_0516-cd

A Cantelli-type inequality for constructing non-parametric p-boxes based on exchangeability.

Autori: Troffaes, Matthias C. M. and Basu, Tathagata
Pubblicato in: Proceedings of the Eleventh International Symposium on Imprecise Probabilities : Theories and Applications., Numero 103, 2019, Pagina/e 386-393
Editore: ML Research Press

Preliminary spacecraft design by means of Structured-Chromosome Genetic Algorithms

Autori: Lorenzo Gentile, Gianluca Filippi, Edmondo Minisci, Thomas Bartz-Beielstein, Massimiliano Vasile
Pubblicato in: 2020 IEEE Congress on Evolutionary Computation (CEC), 2020, Pagina/e 1-8, ISBN 978-1-7281-6929-3
Editore: IEEE
DOI: 10.1109/cec48606.2020.9185796

First Steps Towards an Imprecise Poisson Process

Autori: Erreygers, Alexander; De Bock, Jasper
Pubblicato in: Proceedings of the Eleventh International Symposium on Imprecise Probabilities : Theories and Applications, ISIPTA 2019, Numero 103, 2019, Pagina/e 175-184
Editore: ML Research Press

RELIABILITY-BASED DESIGN OPTIMISATION OF A DUCTED PROPELLER THROUGH MULTI-FIDELITY LEARNING

Autori: Péter Zénó Korondi, Lucia Parussini, Mariapia Marchi, Carlo Poloni
Pubblicato in: Proceedings of the 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019), 2019, Pagina/e 600-619, ISBN 978-618-82844-9-4
Editore: Institute of Structural Analysis and Antiseismic Research School of Civil Engineering National Technical University of Athens (NTUA) Greece
DOI: 10.7712/120219.6363.18806

On Robust Markov Analysis for Reliability Assessment of Complex Systems using Imprecise Markov Chains

Autori: Daniel Krpelik, Frank P.A. Coolen, Louis J. M. Aslett
Pubblicato in: 2019 International Conference on Information and Digital Technologies (IDT), 2019, Pagina/e 245-252, ISBN 978-1-7281-1401-9
Editore: IEEE
DOI: 10.1109/dt.2019.8813688

Two-State Imprecise Markov Chains for Statistical Modelling of Two-State Non-Markovian Processes.

Autori: Matthias Troffaes, Thomas Krak, Henna Bains
Pubblicato in: Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, Numero 103, 2019, Pagina/e 394–403
Editore: MLR Press

An adaptive evolutionary surrogate-based approach for single-objective bilevel optimisation.

Autori: Margarita Antoniou, Peter Korošec, Gregor Papa
Pubblicato in: Proc. Uncertainty Quantification and OPtimization Paris, France: 18-20 March 2019, 2019
Editore: University of Strathclyde

A Robust Experiment Design for the Investigation of Non-Ideal Compressible Fluid Flow Effects

Autori: M. Zocca, G. Gori, O. Le Maître, P. M. Congedo and A. Guardone
Pubblicato in: Proceedings of the 7th European Conference on Computational Fluid Dynamics (ECFD7), Glasgow, United Kingdom, 2018., 2018
Editore: European Conference on Computational Fluid Dynamics

A Memetic Approach to the Solution of Constrained Min-Max Problems

Autori: Gianluca Filippi, Massimiliano Vasile
Pubblicato in: 2019 IEEE Congress on Evolutionary Computation (CEC), 2019, Pagina/e 506-513, ISBN 978-1-7281-2153-6
Editore: IEEE
DOI: 10.1109/cec.2019.8790124

Robust Optimization of Turbine Cascade for Organic Rankine Cycles Operating with Siloxane MDM.

Autori: N. Razaaly, G. Gori, O. Le Maître, G. Iaccarino, P. M. Congedo
Pubblicato in: Proceedings of the Summer Program at the Center for Turbulence Research, Stanford University, California, USA, 2018, 2018, Pagina/e 205-214
Editore: Stanford University

Robust Space Trajectory Design using Belief Stochastic Optimal Control

Autori: Cristian Greco, Stefano Campagnola, Massimiliano L. Vasile
Pubblicato in: AIAA Scitech 2020 Forum, 2020, ISBN 978-1-62410-595-1
Editore: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2020-1471

Cooperative-Coevolution-CMA-ES with Two-Stage Grouping

Autori: Dani Irawan, Boris Naujoks, Michael Emmerich
Pubblicato in: 2020 IEEE Congress on Evolutionary Computation (CEC), 2020, Pagina/e 1-8, ISBN 978-1-7281-6929-3
Editore: IEEE
DOI: 10.1109/cec48606.2020.9185616

Hitting times and probabilities for imprecise Markov chains

Autori: Krak, Thomas; T'Joens, Natan; De Bock, Jasper
Pubblicato in: Proceedings of Machine Learning Research, Numero Volume 103, 2019, Pagina/e 265-275
Editore: MLResearchPress

Airfoil Optimization Using Far-Field Analysis of the Drag Force

Autori: Elisa Morales Tirado, Domenico Quagliarella, Renato Tognaccini
Pubblicato in: AIAA Scitech 2019 Forum, 2019, ISBN 978-1-62410-578-4
Editore: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2019-0972

Robust optimization of low-thrust interplanetary transfers using evidence theory.

Autori: Di Carlo, M., Vasile, M., Greco, C., & Epenoy, R.
Pubblicato in: Proceedings of 29th AAS/AIAA Space Flight Mechanics Meeting, Ka'anapali, HI, United States (pp. 339-358)., 2019, Pagina/e 339-358
Editore: AAS/AIAA

Solving min-max optimisation problems by means of bilevel evolutionary algorithms - a preliminary study

Autori: Margarita Antoniou, Gregor Papa
Pubblicato in: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, 2020, Pagina/e 187-188, ISBN 9781450371278
Editore: ACM
DOI: 10.1145/3377929.3390037

Efficient computation of updated lower expectations for imprecise continuous-time hidden Markov chains

Autori: Krak, Thomas; De Bock, Jasper; Siebes, Arno
Pubblicato in: PMLR : Proceedings of Machine Learning Research, Numero 62, 2017, Pagina/e 193-204
Editore: ML Research Press

A resilience approach to the design of future Moon base power systems.

Autori: Filippi G, Gillespie D, Ross Wilson A, Vasile M.
Pubblicato in: 71st International Astronautical Congress (IAC) – The CyberSpace Edition, 12-14 October 2020., 2020
Editore: IAF

Thomas Krak, Jasper De Bock, Arno Siebes

Autori: Efficient Computation of Updated Lower Expectations for Imprecise Continuous-Time Hidden Markov Chains.
Pubblicato in: Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:193-204,, Numero 62, 2017, Pagina/e 193-204
Editore: MLResearchPress

A variance-based estimation of the resilience indices in the preliminary design optimisation of engineering systems under epistemic uncertainty.

Autori: Ortega Absil, Carlos and Filippi, Gianluca and Riccardi, Annalisa and Vasile, Massimiliano
Pubblicato in: EUROGEN 2017, 2017-09-13 - 2017-09-15, Naval Engineering School., 2017
Editore: Universityof Strathclyde

Structural Uncertainty Estimation of Turbulence Models in Organic Rankine Cycle Applications.

Autori: G. Gori, N. Razaaly, G. Iaccarino and P. M. Congedo
Pubblicato in: Proceeding at the ORC2019 conference, Athens, Greece, 2019., 2019
Editore: ORC2019

Imprecise probability inference on masked multicomponent system.

Autori: Krpelik D., Coolen F.P.A., Aslett L.J.M.
Pubblicato in: Advances in Intelligent Systems and Computing series, Numero Vol. 832,, 2019, Pagina/e 133-140, ISBN 978-3-319-97547-4
Editore: Springer

Robust design optimisation of dynamical space systems. In: 8th International Systems & Concurrent Engineering for Space Applications Conference, 2018-09-26 - 2018-09-28.

Autori: Filippi, Gianluca and Vasile, M. and Korondi, P. Z. and Marchi, M. and Poloni, C.
Pubblicato in: 8th International Systems & Concurrent Engineering for Space Applications Conference, 2018-09-26 - 2018-09-28, University of Strathclyde, 2018
Editore: University of Strathclyde

Analysis of NEOs reachability with nano-satallites and low-thrust propulsion

Autori: Greco, C, Di Carlo, M, Walker, L & Vasile, M
Pubblicato in: 4S Symposium 2018 - Small Satellites Systems and Services, Numero 28/05/18 - 1/06/18, 2018
Editore: 4S Symposium 2018 - Small Satellites Systems and Services

Robust Optimization of a Supersonic ORC Turbine Cascade: a Quantile-based Approach.

Autori: N RAZAALY, G PERSICO, G GORI, P Marco
Pubblicato in: ECOMAS2018, 2018
Editore: ECOMAS

A ROBUST EXPERIMENT DESIGN FOR THE INVESTIGATION OF NON-IDEAL COMPRESSIBLE-FLUID FLOW EFFECTS

Autori: M Zocca, G Gori, O Le Maitre, PM Congedo, A Guardone
Pubblicato in: ECOMAS2018, 2018
Editore: ECOMAS

OPTIMISATION BASED ANALYSIS OF THE EFFECT OF PARTICLE SPATIAL DISTRIBUTION ON THE ELASTIC BEHAVIOUR OF PRMMC

Autori: L. Gentile, D. Giugliano, G. Frulla, E. Cestino, E. Minisci.
Pubblicato in: 6th European Conference on Computational Mechanics (ECCM 6) 7th European Conference on Computational Fluid Dynamics (ECFD 7), Numero 11-15 June 2018,, 2018
Editore: ECCM

Reliability assessment of phased mission systems subjected to epistemic uncertainty and optimisation of the phase ordering

Autori: D. Krpelik; X. Huang, L.J.M Aslett, F.P.A. Coolen
Pubblicato in: 8th International Systems & Concurrent Engineering for Space Applications Conference (SECESA 2018), 2018
Editore: ESA

AN INTRUSIVE POLYNOMIAL ALGEBRA MULTIPLE-SHOOTING APPROACH TO THE SOLUTION OF OPTIMAL CONTROL PROBLEMS

Autori: Cristian Greco, Marilena Di Carlo, Massimiliano Vasile, Richard Epenoy
Pubblicato in: Proceedings of the 69TH INTERNATIONAL ASTRONAUTICAL CONGRESS, 2018
Editore: IAF

Robust Design Optimisation of Dynamical Space Systems

Autori: G. Filippi; M. Vasile; Z. Korondi; M. Marchi; C. Poloni
Pubblicato in: 8th International Systems & Concurrent Engineering for Space Applications Conference (SECESA 2018), 2018
Editore: ESA

Evidence-Based Robust Optimisation of Space Systems with Evidence Network Models

Autori: Gianluca Filippi, Mariapia Marchi, Massimiliano Vasile, Paolo Vercesi
Pubblicato in: 2018 IEEE Congress on Evolutionary Computation (CEC), 2018, Pagina/e 1-8, ISBN 978-1-5090-6017-7
Editore: IEEE
DOI: 10.1109/cec.2018.8477917

Surrogate assisted optimization of particle reinforced metal matrix composites

Autori: Lorenzo Gentile, Martin Zaefferer, Dario Giugliano, Haofeng Chen, Thomas Bartz-Beielstein
Pubblicato in: Proceedings of the Genetic and Evolutionary Computation Conference on - GECCO '18, 2018, Pagina/e 1238-1245, ISBN 9781-450356183
Editore: ACM Press
DOI: 10.1145/3205455.3205574

An Efficient Bi-Level Surrogate Approach for Optimizing Shock Control Bumps under Uncertainty

Autori: Christian Sabater, Stefan Goertz
Pubblicato in: AIAA Scitech 2019 Forum, 2019, ISBN 978-1-62410-578-4
Editore: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2019-2214

A Recursive Algorithm for Computing Inferences in Imprecise Markov Chains

Autori: T'Joens, Natan; Krak, Thomas; De Bock, Jasper; de Cooman, Gert
Pubblicato in: ECSQARU 2019: Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Numero 2, 2019, Pagina/e 455-465
Editore: Springer

Hitting Times and Probabilities for Imprecise Markov Chains

Autori: Krak, Thomas; T'Joens, Natan; De Bock, Jasper
Pubblicato in: Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, Numero 5, 2019
Editore: PMLR

Structural Uncertainty estimation of turbulence models in organic ranking cycle applications

Autori: G. Gori, N. Razaaly, G. Iaccarino, PM Congedo
Pubblicato in: Proceeding at ORC 2019, 2019
Editore: ORC

Exploring the impact of the initial temperature field uncertainty on the response of ablative materials.

Autori: G. Gori, A. Turchi, T. Magin, O. Le Maitre, P.M. Congedo
Pubblicato in: Proceeding at International Conference on Flight vehicles, Aerothermodynamics and Re-entry Missions and Engineering, 2019
Editore: FAR

An optimization approach for designing optimal tracking campaigns for low-resources deep-space missions

Autori: Gentile, Lorenzo and Greco, Cristian and Minisci, Edmondo and Bartz-Beielstein, Thomas and Vasile, Massimiliano
Pubblicato in: 70th International Astronautical Congress, 2019
Editore: IAF

A multi layer evidence network model for the design process of SpaceSystems under epistemic uncertainty

Autori: Filippi, G., & Vasile, M.
Pubblicato in: EUROGEN 2019, 2019
Editore: EUROGEN

Robust particle filter for space objects tracking under severe uncertainty

Autori: Greco, C., Gentile, L., Vasile, M., Minisci, E., & Bartz-Beielstein
Pubblicato in: 2019 AAS/AIAA Astrodynamics Specialist Conference - Portland, United States, 2019
Editore: AAS/AIAA

Autonomous Generation of Observation Schedules for Tracking Satellites with Structured-Chromosome GA Optimisation

Autori: Cristian Greco, Lorenzo Gentile, Gianluca Filippi, Edmondo Minisci, Massimiliano Vasile, Thomas Bartz-Beielstein
Pubblicato in: 2019 IEEE Congress on Evolutionary Computation (CEC), 2019, Pagina/e 497-505, ISBN 978-1-7281-2153-6
Editore: IEEE
DOI: 10.1109/cec.2019.8790101

Evidence-Based Resilience Engineering of Dynamic Space Systems

Autori: Filippi, Gianluca and Vasile, Massimiliano
Pubblicato in: 70th International Astronautical Congress, 2019
Editore: IAF

Closing the Loop between Mission Design and Navigation Analysis

Autori: Cristian Greco, Massimiliano Vasile
Pubblicato in: 71th International Astronautical Congress (IAC 2020) - The CyberSpace Edition, 2020
Editore: IAF

Reliability assessment of phased mission systems subjected to epistemic uncertainty and optimisation of the phase ordering, SECESA, Glasgow, 2018

Autori: Krpelik D., Huang X., Aslett L.J.M., Coolen F.P.A.
Pubblicato in: 8th International Systems & Concurrent Engineering for Space Applications Conference -SECESA 2018, 2018
Editore: University of Strathclyde

Comparative analysis of Solar power satellite systems to support a Moon base.

Autori: Gillespie D, Ross Wilson A, Martin D, Mitchell G, Filippi G, Vasile M.
Pubblicato in: 71st International Astronautical Congress(IAC)–The CyberSpace Edition, 12-14October 2020., 2020
Editore: IAF

High-Lift Devices Topology Optimisation using Structured-Chromosome Genetic Algorithm

Autori: Lorenzo Gentile, Elisa Morales, Domenico Quagliarella, Edmondo Minisci, Thomas Bartz-Beielstein, Renato Tognaccini
Pubblicato in: 2020 IEEE Congress on Evolutionary Computation (CEC), 2020, Pagina/e 1-9, ISBN 978-1-7281-6929-3
Editore: IEEE
DOI: 10.1109/cec48606.2020.9185603

Optimization under Large Number of Uncertainties using Quantile Bayesian Regression.

Autori: C. Sabater, O. P. Le Maître, P. M. Congedo.
Pubblicato in: Uncertainty Quantification & Optimization Conference (UQOP), Sorbonne University, Paris, France, 18-20 March 2019, 2019
Editore: University of Strathclyde

Robust Design of Transonic Natural Laminar Flow Wings under Environmental and Operational Uncertainties

Autori: Christian Sabater, Philipp Bekemeyer, Stefan Görtz
Pubblicato in: AIAA Scitech 2021 Forum, 2021, ISBN 978-1-62410-609-5
Editore: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2021-0071

Robust optimization of ORC turbine cascades operating with siloxane MDM

Autori: Razaaly, Nassim; Gori, Giulio; Le Maitre, Olivier; Iaccarino, Gianluca; Congedo, Pietro Marco
Pubblicato in: CTR Summer Program 2018, Numero 3, 2019
Editore: Stanford University

Towards realistic optimization benchmarks - a questionnaire on the properties of real-world problems

Autori: Koen van der Blom, Timo M. Deist, Tea Tušar, Mariapia Marchi, Yusuke Nojima, Akira Oyama, Vanessa Volz, Boris Naujoks
Pubblicato in: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, 2020, Pagina/e 293-294, ISBN 9781450371278
Editore: ACM
DOI: 10.1145/3377929.3389974

Characterization under Uncertainty of Catalytic Phenomena in Ceramic Matrix Composites Materials for Spacecraft Thermal Protection Systems, 8th European Conference for Aeronautics and Aerospace Sciences (EUCASS), Madrid, June 2019. Shortlisted for best student paper award.

Autori: D. Luis, A. del Val, O. Chazot.
Pubblicato in: 8th European Conference for Aeronautics and Aerospace Sciences (EUCASS), 2019
Editore: EUCASS association
DOI: 10.13009/eucass2019-257

A surrogate-based optimal likelihood function for the Bayesian calibration ofcatalytic recombination in atmospheric entry protection materials

Autori: A. del Val, O. P. Le Maître, O. Chazot, T. E. Magin, P. M. Congedo
Pubblicato in: 2020
Editore: eprint arXiv:2010.04649

In a Nutshell: Sequential Parameter Optimization

Autori: Bartz-Beielstein, Thomas; Gentile, Lorenzo; Zaefferer, Martin
Pubblicato in: Numero 2, 2017
Editore: THK

A Multi Layer Evidence Network Model for the Design Process of Space Systems Under Epistemic Uncertainty

Autori: Gianluca Filippi, Massimiliano Vasile
Pubblicato in: Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences, Numero 55, 2021, Pagina/e 227-243, ISBN 978-3-030-57421-5
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-57422-2_15

Refining the CC-RDG3 Algorithm with Increasing Population Scheme and Persistent Covariance Matrix

Autori: Dani Irawan, Margarita Antoniou, Boris Naujoks, Gregor Papa
Pubblicato in: Bioinspired Optimization Methods and Their Applications - 9th International Conference, BIOMA 2020, Brussels, Belgium, November 19–20, 2020, Proceedings, Numero 12438, 2020, Pagina/e 69-83, ISBN 978-3-030-63709-5
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-63710-1_6

Inflationary Differential Evolution for Constrained Multi-objective Optimisation Problems

Autori: Gianluca Filippi, Massimiliano Vasile
Pubblicato in: Bioinspired Optimization Methods and Their Applications - 9th International Conference, BIOMA 2020, Brussels, Belgium, November 19–20, 2020, Proceedings, Numero 12438, 2020, Pagina/e 29-42, ISBN 978-3-030-63709-5
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-63710-1_3

Risk Measures Applied to Robust Aerodynamic Shape Design Optimization

Autori: Domenico Quagliarella, Elisa Morales Tirado, Andrea Bornaccioni
Pubblicato in: Flexible Engineering Toward Green Aircraft - CAE Tools for Sustainable Mobility, Numero 92, 2020, Pagina/e 153-168, ISBN 978-3-030-36513-4
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-36514-1_9

A Recursive Algorithm for Computing Inferences in Imprecise Markov Chains

Autori: Natan T’Joens, Thomas Krak, Jasper De Bock, Gert de Cooman
Pubblicato in: Symbolic and Quantitative Approaches to Reasoning with Uncertainty - 15th European Conference, ECSQARU 2019, Belgrade, Serbia, September 18-20, 2019, Proceedings, Numero 11726, 2019, Pagina/e 455-465, ISBN 978-3-030-29764-0
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-29765-7_38

Computing Inferences for Large-Scale Continuous-Time Markov Chains by Combining Lumping with Imprecision

Autori: Alexander Erreygers, Jasper De Bock
Pubblicato in: Uncertainty Modelling in Data Science, Numero 832, 2019, Pagina/e 78-86, ISBN 978-3-319-97546-7
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-97547-4_11

Binary Credal Classification Under Sparsity Constraints

Autori: Tathagata Basu, Matthias C. M. Troffaes, Jochen Einbeck
Pubblicato in: Information Processing and Management of Uncertainty in Knowledge-Based Systems - 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part II, Numero 1238, 2020, Pagina/e 82-95, ISBN 978-3-030-50142-6
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-50143-3_7

Comparison of Reference- and Hypervolume-Based MOEA on Solving Many-Objective Optimization Problems

Autori: Dani Irawan, Boris Naujoks
Pubblicato in: Evolutionary Multi-Criterion Optimization - 10th International Conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019, Proceedings, Numero 11411, 2019, Pagina/e 266-277, ISBN 978-3-030-12597-4
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-12598-1_22

Computable Randomness Is About More Than Probabilities

Autori: Floris Persiau, Jasper De Bock, Gert de Cooman
Pubblicato in: Scalable Uncertainty Management - 14th International Conference, SUM 2020, Bozen-Bolzano, Italy, September 23–25, 2020, Proceedings, Numero 12322, 2020, Pagina/e 172-186, ISBN 978-3-030-58448-1
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-58449-8_12

An Imprecise Probabilistic Estimator for the Transition Rate Matrix of a Continuous-Time Markov Chain

Autori: Thomas Krak, Alexander Erreygers, Jasper De Bock
Pubblicato in: Uncertainty Modelling in Data Science, Numero 832, 2019, Pagina/e 124-132, ISBN 978-3-319-97546-7
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-97547-4_17

Gradient-Based Aerodynamic Robust Optimization Using the Adjoint Method and Gaussian Processes

Autori: Christian Sabater, Stefan Görtz
Pubblicato in: Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences, Numero 55, 2021, Pagina/e 211-226, ISBN 978-3-030-57421-5
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-57422-2_14

Optimization of a Thermal Ice Protection System by Means of a Genetic Algorithm

Autori: Bárbara Arizmendi Gutiérrez, Alberto Della Noce, Mariachiara Gallia, Alberto Guardone
Pubblicato in: Bioinspired Optimization Methods and Their Applications - 9th International Conference, BIOMA 2020, Brussels, Belgium, November 19–20, 2020, Proceedings, Numero 12438, 2020, Pagina/e 189-200, ISBN 978-3-030-63709-5
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-63710-1_15

A sensitivity analysis and error bounds for the adaptive lasso.

Autori: Basu, Tathagata, Einbeck, Jochen & Troffaes, Matthias
Pubblicato in: Proceedings of the 35th International Workshop on Statistical Modelling., 2020, Pagina/e 278-281, ISBN 978-84-1319-267-3
Editore: Universidad del País Vas

On Formulating the Ground Scheduling Problem as a Multi-objective Bilevel Problem

Autori: Margarita Antoniou, Gašper Petelin, Gregor Papa
Pubblicato in: Bioinspired Optimization Methods and Their Applications - 9th International Conference, BIOMA 2020, Brussels, Belgium, November 19–20, 2020, Proceedings, Numero 12438, 2020, Pagina/e 177-188, ISBN 978-3-030-63709-5
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-63710-1_14

Bayesian inference of thermodynamic models from vapor flow experiments

Autori: G. Gori, M. Zocca, A. Guardone, O.P. Le Maître, P.M. Congedo
Pubblicato in: Computers & Fluids, Numero 205, 2020, Pagina/e 104550, ISSN 0045-7930
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.compfluid.2020.104550

Extended analytical formulae for the perturbed Keplerian motion under low-thrust acceleration and orbital perturbations

Autori: Marilena Di Carlo, Simão da Graça Marto, Massimiliano Vasile
Pubblicato in: Celestial Mechanics and Dynamical Astronomy, Numero 133/3, 2021, ISSN 0923-2958
Editore: Kluwer Academic Publishers
DOI: 10.1007/s10569-021-10007-x

Optimal control of a linear system subject to partially specified input noise

Autori: Alexander Erreygers, Jasper De Bock, Gert Cooman, Arthur Van Camp
Pubblicato in: International Journal of Robust and Nonlinear Control, Numero Volume 29, issue 12, 2019, Pagina/e Pages 3892-3914, ISSN 1049-8923
Editore: John Wiley & Sons Inc.
DOI: 10.1002/rnc.4583

Space systems resilience optimisation under epistemic uncertainty

Autori: Gianluca Filippi, Massimiliano Vasile, Daniel Krpelik, Peter Zeno Korondi, Mariapia Marchi, Carlo Poloni
Pubblicato in: Acta Astronautica, Numero 165, 2019, Pagina/e 195-210, ISSN 0094-5765
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.actaastro.2019.08.024

Direct Multiple Shooting Transcription with Polynomial Algebra for Optimal Control Problems Under Uncertainty

Autori: Cristian Greco, Marilena Di Carlo, Massimiliano Vasile, Richard Epenoy
Pubblicato in: Acta Astronautica, 2019, ISSN 0094-5765
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.actaastro.2019.12.010

Imprecise Markov Models for Scalable and Robust Performance Evaluation of Flexi-Grid Spectrum Allocation Policies

Autori: Alexander Erreygers, Cristina Rottondi, Giacomo Verticale, Jasper De Bock
Pubblicato in: IEEE Transactions on Communications, Numero 66/11, 2018, Pagina/e 5401-5414, ISSN 0090-6778
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2018.2846235

Gradient based empirical cumulative distribution function approximation for robust aerodynamic design

Autori: Elisa Morales, Andrea Bornaccioni, Domenico Quagliarella, Renato Tognaccini
Pubblicato in: Aerospace Science and Technology, 2021, Pagina/e 106630, ISSN 1270-9638
Editore: Elsevier BV
DOI: 10.1016/j.ast.2021.106630

Efficient Bilevel Surrogate Approach for Optimization Under Uncertainty of Shock Control Bumps

Autori: Christian Sabater, Philipp Bekemeyer, Stefan Görtz
Pubblicato in: AIAA Journal, Numero 58/12, 2020, Pagina/e 5228-5242, ISSN 0001-1452
Editore: American Institute of Aeronautics and Astronautics
DOI: 10.2514/1.j059480

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