Uncertainty Treatment and OPtimisation In Aerospace Engineering

Livrables

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.

Publications

Probabilistic Characterization of Operational Uncertainties in Transport Aircraft using OpenSky.

Auteurs: Sabater Campomanes, Christian
Publié dans: OpenSky Symposium 2020, 12-13 Nov 2020, Brussels, Belgium (Virtual), 2020
Éditeur: 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

Auteurs: Bárbara Arizmendi, Tommaso Bellosta, Ana Isabel del Val, Giulio Gori, Mariana O. Prazeres, João Reis
Publié dans: AIAA Aviation 2019 Forum, 2019, ISBN 978-1-62410-589-0
Éditeur: 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

Auteurs: Daniel Krpelík, Frank P.A. Coolen, Louis J.M. Aslett
Publié dans: Proceedings of the 29th European Safety and Reliability Conference (ESREL), 2019, Page(s) 2266-2273, ISBN 978-981-11-2724-3
Éditeur: 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.

Auteurs: Troffaes, Matthias C. M. and Basu, Tathagata
Publié dans: Proceedings of the Eleventh International Symposium on Imprecise Probabilities : Theories and Applications., Numéro 103, 2019, Page(s) 386-393
Éditeur: ML Research Press

Preliminary spacecraft design by means of Structured-Chromosome Genetic Algorithms

Auteurs: Lorenzo Gentile, Gianluca Filippi, Edmondo Minisci, Thomas Bartz-Beielstein, Massimiliano Vasile
Publié dans: 2020 IEEE Congress on Evolutionary Computation (CEC), 2020, Page(s) 1-8, ISBN 978-1-7281-6929-3
Éditeur: IEEE
DOI: 10.1109/cec48606.2020.9185796

First Steps Towards an Imprecise Poisson Process

Auteurs: Erreygers, Alexander; De Bock, Jasper
Publié dans: Proceedings of the Eleventh International Symposium on Imprecise Probabilities : Theories and Applications, ISIPTA 2019, Numéro 103, 2019, Page(s) 175-184
Éditeur: ML Research Press

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

Auteurs: Péter Zénó Korondi, Lucia Parussini, Mariapia Marchi, Carlo Poloni
Publié dans: Proceedings of the 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019), 2019, Page(s) 600-619, ISBN 978-618-82844-9-4
Éditeur: 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

Auteurs: Daniel Krpelik, Frank P.A. Coolen, Louis J. M. Aslett
Publié dans: 2019 International Conference on Information and Digital Technologies (IDT), 2019, Page(s) 245-252, ISBN 978-1-7281-1401-9
Éditeur: IEEE
DOI: 10.1109/dt.2019.8813688

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

Auteurs: Matthias Troffaes, Thomas Krak, Henna Bains
Publié dans: Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, Numéro 103, 2019, Page(s) 394–403
Éditeur: MLR Press

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

Auteurs: Margarita Antoniou, Peter Korošec, Gregor Papa
Publié dans: Proc. Uncertainty Quantification and OPtimization Paris, France: 18-20 March 2019, 2019
Éditeur: University of Strathclyde

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

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

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

Auteurs: Gianluca Filippi, Massimiliano Vasile
Publié dans: 2019 IEEE Congress on Evolutionary Computation (CEC), 2019, Page(s) 506-513, ISBN 978-1-7281-2153-6
Éditeur: IEEE
DOI: 10.1109/cec.2019.8790124

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

Auteurs: N. Razaaly, G. Gori, O. Le Maître, G. Iaccarino, P. M. Congedo
Publié dans: Proceedings of the Summer Program at the Center for Turbulence Research, Stanford University, California, USA, 2018, 2018, Page(s) 205-214
Éditeur: Stanford University

Robust Space Trajectory Design using Belief Stochastic Optimal Control

Auteurs: Cristian Greco, Stefano Campagnola, Massimiliano L. Vasile
Publié dans: AIAA Scitech 2020 Forum, 2020, ISBN 978-1-62410-595-1
Éditeur: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2020-1471

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

Auteurs: Dani Irawan, Boris Naujoks, Michael Emmerich
Publié dans: 2020 IEEE Congress on Evolutionary Computation (CEC), 2020, Page(s) 1-8, ISBN 978-1-7281-6929-3
Éditeur: IEEE
DOI: 10.1109/cec48606.2020.9185616

Hitting times and probabilities for imprecise Markov chains

Auteurs: Krak, Thomas; T'Joens, Natan; De Bock, Jasper
Publié dans: Proceedings of Machine Learning Research, Numéro Volume 103, 2019, Page(s) 265-275
Éditeur: MLResearchPress

Airfoil Optimization Using Far-Field Analysis of the Drag Force

Auteurs: Elisa Morales Tirado, Domenico Quagliarella, Renato Tognaccini
Publié dans: AIAA Scitech 2019 Forum, 2019, ISBN 978-1-62410-578-4
Éditeur: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2019-0972

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

Auteurs: Di Carlo, M., Vasile, M., Greco, C., & Epenoy, R.
Publié dans: Proceedings of 29th AAS/AIAA Space Flight Mechanics Meeting, Ka'anapali, HI, United States (pp. 339-358)., 2019, Page(s) 339-358
Éditeur: AAS/AIAA

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

Auteurs: Margarita Antoniou, Gregor Papa
Publié dans: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, 2020, Page(s) 187-188, ISBN 9781450371278
Éditeur: ACM
DOI: 10.1145/3377929.3390037

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

Auteurs: Krak, Thomas; De Bock, Jasper; Siebes, Arno
Publié dans: PMLR : Proceedings of Machine Learning Research, Numéro 62, 2017, Page(s) 193-204
Éditeur: ML Research Press

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

Auteurs: Filippi G, Gillespie D, Ross Wilson A, Vasile M.
Publié dans: 71st International Astronautical Congress (IAC) – The CyberSpace Edition, 12-14 October 2020., 2020
Éditeur: IAF

Thomas Krak, Jasper De Bock, Arno Siebes

Auteurs: Efficient Computation of Updated Lower Expectations for Imprecise Continuous-Time Hidden Markov Chains.
Publié dans: Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:193-204,, Numéro 62, 2017, Page(s) 193-204
Éditeur: MLResearchPress

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

Auteurs: Ortega Absil, Carlos and Filippi, Gianluca and Riccardi, Annalisa and Vasile, Massimiliano
Publié dans: EUROGEN 2017, 2017-09-13 - 2017-09-15, Naval Engineering School., 2017
Éditeur: Universityof Strathclyde

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

Auteurs: G. Gori, N. Razaaly, G. Iaccarino and P. M. Congedo
Publié dans: Proceeding at the ORC2019 conference, Athens, Greece, 2019., 2019
Éditeur: ORC2019

Imprecise probability inference on masked multicomponent system.

Auteurs: Krpelik D., Coolen F.P.A., Aslett L.J.M.
Publié dans: Advances in Intelligent Systems and Computing series, Numéro Vol. 832,, 2019, Page(s) 133-140, ISBN 978-3-319-97547-4
Éditeur: Springer

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

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

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

Auteurs: Greco, C, Di Carlo, M, Walker, L & Vasile, M
Publié dans: 4S Symposium 2018 - Small Satellites Systems and Services, Numéro 28/05/18 - 1/06/18, 2018
Éditeur: 4S Symposium 2018 - Small Satellites Systems and Services

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

Auteurs: N RAZAALY, G PERSICO, G GORI, P Marco
Publié dans: ECOMAS2018, 2018
Éditeur: ECOMAS

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

Auteurs: M Zocca, G Gori, O Le Maitre, PM Congedo, A Guardone
Publié dans: ECOMAS2018, 2018
Éditeur: ECOMAS

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

Auteurs: L. Gentile, D. Giugliano, G. Frulla, E. Cestino, E. Minisci.
Publié dans: 6th European Conference on Computational Mechanics (ECCM 6) 7th European Conference on Computational Fluid Dynamics (ECFD 7), Numéro 11-15 June 2018,, 2018
Éditeur: ECCM

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

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

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

Auteurs: Cristian Greco, Marilena Di Carlo, Massimiliano Vasile, Richard Epenoy
Publié dans: Proceedings of the 69TH INTERNATIONAL ASTRONAUTICAL CONGRESS, 2018
Éditeur: IAF

Robust Design Optimisation of Dynamical Space Systems

Auteurs: G. Filippi; M. Vasile; Z. Korondi; M. Marchi; C. Poloni
Publié dans: 8th International Systems & Concurrent Engineering for Space Applications Conference (SECESA 2018), 2018
Éditeur: ESA

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

Auteurs: Gianluca Filippi, Mariapia Marchi, Massimiliano Vasile, Paolo Vercesi
Publié dans: 2018 IEEE Congress on Evolutionary Computation (CEC), 2018, Page(s) 1-8, ISBN 978-1-5090-6017-7
Éditeur: IEEE
DOI: 10.1109/cec.2018.8477917

Surrogate assisted optimization of particle reinforced metal matrix composites

Auteurs: Lorenzo Gentile, Martin Zaefferer, Dario Giugliano, Haofeng Chen, Thomas Bartz-Beielstein
Publié dans: Proceedings of the Genetic and Evolutionary Computation Conference on - GECCO '18, 2018, Page(s) 1238-1245, ISBN 9781-450356183
Éditeur: ACM Press
DOI: 10.1145/3205455.3205574

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

Auteurs: Christian Sabater, Stefan Goertz
Publié dans: AIAA Scitech 2019 Forum, 2019, ISBN 978-1-62410-578-4
Éditeur: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2019-2214

A Recursive Algorithm for Computing Inferences in Imprecise Markov Chains

Auteurs: T'Joens, Natan; Krak, Thomas; De Bock, Jasper; de Cooman, Gert
Publié dans: ECSQARU 2019: Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Numéro 2, 2019, Page(s) 455-465
Éditeur: Springer

Hitting Times and Probabilities for Imprecise Markov Chains

Auteurs: Krak, Thomas; T'Joens, Natan; De Bock, Jasper
Publié dans: Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, Numéro 5, 2019
Éditeur: PMLR

Structural Uncertainty estimation of turbulence models in organic ranking cycle applications

Auteurs: G. Gori, N. Razaaly, G. Iaccarino, PM Congedo
Publié dans: Proceeding at ORC 2019, 2019
Éditeur: ORC

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

Auteurs: G. Gori, A. Turchi, T. Magin, O. Le Maitre, P.M. Congedo
Publié dans: Proceeding at International Conference on Flight vehicles, Aerothermodynamics and Re-entry Missions and Engineering, 2019
Éditeur: FAR

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

Auteurs: Gentile, Lorenzo and Greco, Cristian and Minisci, Edmondo and Bartz-Beielstein, Thomas and Vasile, Massimiliano
Publié dans: 70th International Astronautical Congress, 2019
Éditeur: IAF

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

Auteurs: Filippi, G., & Vasile, M.
Publié dans: EUROGEN 2019, 2019
Éditeur: EUROGEN

Robust particle filter for space objects tracking under severe uncertainty

Auteurs: Greco, C., Gentile, L., Vasile, M., Minisci, E., & Bartz-Beielstein
Publié dans: 2019 AAS/AIAA Astrodynamics Specialist Conference - Portland, United States, 2019
Éditeur: AAS/AIAA

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

Auteurs: Cristian Greco, Lorenzo Gentile, Gianluca Filippi, Edmondo Minisci, Massimiliano Vasile, Thomas Bartz-Beielstein
Publié dans: 2019 IEEE Congress on Evolutionary Computation (CEC), 2019, Page(s) 497-505, ISBN 978-1-7281-2153-6
Éditeur: IEEE
DOI: 10.1109/cec.2019.8790101

Evidence-Based Resilience Engineering of Dynamic Space Systems

Auteurs: Filippi, Gianluca and Vasile, Massimiliano
Publié dans: 70th International Astronautical Congress, 2019
Éditeur: IAF

Closing the Loop between Mission Design and Navigation Analysis

Auteurs: Cristian Greco, Massimiliano Vasile
Publié dans: 71th International Astronautical Congress (IAC 2020) - The CyberSpace Edition, 2020
Éditeur: IAF

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

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

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

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

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

Auteurs: Lorenzo Gentile, Elisa Morales, Domenico Quagliarella, Edmondo Minisci, Thomas Bartz-Beielstein, Renato Tognaccini
Publié dans: 2020 IEEE Congress on Evolutionary Computation (CEC), 2020, Page(s) 1-9, ISBN 978-1-7281-6929-3
Éditeur: IEEE
DOI: 10.1109/cec48606.2020.9185603

Optimization under Large Number of Uncertainties using Quantile Bayesian Regression.

Auteurs: C. Sabater, O. P. Le Maître, P. M. Congedo.
Publié dans: Uncertainty Quantification & Optimization Conference (UQOP), Sorbonne University, Paris, France, 18-20 March 2019, 2019
Éditeur: University of Strathclyde

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

Auteurs: Christian Sabater, Philipp Bekemeyer, Stefan Görtz
Publié dans: AIAA Scitech 2021 Forum, 2021, ISBN 978-1-62410-609-5
Éditeur: American Institute of Aeronautics and Astronautics
DOI: 10.2514/6.2021-0071

Robust optimization of ORC turbine cascades operating with siloxane MDM

Auteurs: Razaaly, Nassim; Gori, Giulio; Le Maitre, Olivier; Iaccarino, Gianluca; Congedo, Pietro Marco
Publié dans: CTR Summer Program 2018, Numéro 3, 2019
Éditeur: Stanford University

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

Auteurs: Koen van der Blom, Timo M. Deist, Tea Tušar, Mariapia Marchi, Yusuke Nojima, Akira Oyama, Vanessa Volz, Boris Naujoks
Publié dans: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, 2020, Page(s) 293-294, ISBN 9781450371278
Éditeur: 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.

Auteurs: D. Luis, A. del Val, O. Chazot.
Publié dans: 8th European Conference for Aeronautics and Aerospace Sciences (EUCASS), 2019
Éditeur: EUCASS association
DOI: 10.13009/eucass2019-257

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

Auteurs: A. del Val, O. P. Le Maître, O. Chazot, T. E. Magin, P. M. Congedo
Publié dans: 2020
Éditeur: eprint arXiv:2010.04649

In a Nutshell: Sequential Parameter Optimization

Auteurs: Bartz-Beielstein, Thomas; Gentile, Lorenzo; Zaefferer, Martin
Publié dans: Numéro 2, 2017
Éditeur: THK

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

Auteurs: Gianluca Filippi, Massimiliano Vasile
Publié dans: Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences, Numéro 55, 2021, Page(s) 227-243, ISBN 978-3-030-57421-5
Éditeur: 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

Auteurs: Dani Irawan, Margarita Antoniou, Boris Naujoks, Gregor Papa
Publié dans: Bioinspired Optimization Methods and Their Applications - 9th International Conference, BIOMA 2020, Brussels, Belgium, November 19–20, 2020, Proceedings, Numéro 12438, 2020, Page(s) 69-83, ISBN 978-3-030-63709-5
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-63710-1_6

Inflationary Differential Evolution for Constrained Multi-objective Optimisation Problems

Auteurs: Gianluca Filippi, Massimiliano Vasile
Publié dans: Bioinspired Optimization Methods and Their Applications - 9th International Conference, BIOMA 2020, Brussels, Belgium, November 19–20, 2020, Proceedings, Numéro 12438, 2020, Page(s) 29-42, ISBN 978-3-030-63709-5
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-63710-1_3

Risk Measures Applied to Robust Aerodynamic Shape Design Optimization

Auteurs: Domenico Quagliarella, Elisa Morales Tirado, Andrea Bornaccioni
Publié dans: Flexible Engineering Toward Green Aircraft - CAE Tools for Sustainable Mobility, Numéro 92, 2020, Page(s) 153-168, ISBN 978-3-030-36513-4
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-36514-1_9

A Recursive Algorithm for Computing Inferences in Imprecise Markov Chains

Auteurs: Natan T’Joens, Thomas Krak, Jasper De Bock, Gert de Cooman
Publié dans: Symbolic and Quantitative Approaches to Reasoning with Uncertainty - 15th European Conference, ECSQARU 2019, Belgrade, Serbia, September 18-20, 2019, Proceedings, Numéro 11726, 2019, Page(s) 455-465, ISBN 978-3-030-29764-0
Éditeur: 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

Auteurs: Alexander Erreygers, Jasper De Bock
Publié dans: Uncertainty Modelling in Data Science, Numéro 832, 2019, Page(s) 78-86, ISBN 978-3-319-97546-7
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-97547-4_11

Binary Credal Classification Under Sparsity Constraints

Auteurs: Tathagata Basu, Matthias C. M. Troffaes, Jochen Einbeck
Publié dans: Information Processing and Management of Uncertainty in Knowledge-Based Systems - 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part II, Numéro 1238, 2020, Page(s) 82-95, ISBN 978-3-030-50142-6
Éditeur: 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

Auteurs: Dani Irawan, Boris Naujoks
Publié dans: Evolutionary Multi-Criterion Optimization - 10th International Conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019, Proceedings, Numéro 11411, 2019, Page(s) 266-277, ISBN 978-3-030-12597-4
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-12598-1_22

Computable Randomness Is About More Than Probabilities

Auteurs: Floris Persiau, Jasper De Bock, Gert de Cooman
Publié dans: Scalable Uncertainty Management - 14th International Conference, SUM 2020, Bozen-Bolzano, Italy, September 23–25, 2020, Proceedings, Numéro 12322, 2020, Page(s) 172-186, ISBN 978-3-030-58448-1
Éditeur: 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

Auteurs: Thomas Krak, Alexander Erreygers, Jasper De Bock
Publié dans: Uncertainty Modelling in Data Science, Numéro 832, 2019, Page(s) 124-132, ISBN 978-3-319-97546-7
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-97547-4_17

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

Auteurs: Christian Sabater, Stefan Görtz
Publié dans: Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences, Numéro 55, 2021, Page(s) 211-226, ISBN 978-3-030-57421-5
Éditeur: 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

Auteurs: Bárbara Arizmendi Gutiérrez, Alberto Della Noce, Mariachiara Gallia, Alberto Guardone
Publié dans: Bioinspired Optimization Methods and Their Applications - 9th International Conference, BIOMA 2020, Brussels, Belgium, November 19–20, 2020, Proceedings, Numéro 12438, 2020, Page(s) 189-200, ISBN 978-3-030-63709-5
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-63710-1_15

A sensitivity analysis and error bounds for the adaptive lasso.

Auteurs: Basu, Tathagata, Einbeck, Jochen & Troffaes, Matthias
Publié dans: Proceedings of the 35th International Workshop on Statistical Modelling., 2020, Page(s) 278-281, ISBN 978-84-1319-267-3
Éditeur: Universidad del País Vas

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

Auteurs: Margarita Antoniou, Gašper Petelin, Gregor Papa
Publié dans: Bioinspired Optimization Methods and Their Applications - 9th International Conference, BIOMA 2020, Brussels, Belgium, November 19–20, 2020, Proceedings, Numéro 12438, 2020, Page(s) 177-188, ISBN 978-3-030-63709-5
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-63710-1_14

Bayesian inference of thermodynamic models from vapor flow experiments

Auteurs: G. Gori, M. Zocca, A. Guardone, O.P. Le Maître, P.M. Congedo
Publié dans: Computers & Fluids, Numéro 205, 2020, Page(s) 104550, ISSN 0045-7930
Éditeur: 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

Auteurs: Marilena Di Carlo, Simão da Graça Marto, Massimiliano Vasile
Publié dans: Celestial Mechanics and Dynamical Astronomy, Numéro 133/3, 2021, ISSN 0923-2958
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10569-021-10007-x

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

Auteurs: Alexander Erreygers, Jasper De Bock, Gert Cooman, Arthur Van Camp
Publié dans: International Journal of Robust and Nonlinear Control, Numéro Volume 29, issue 12, 2019, Page(s) Pages 3892-3914, ISSN 1049-8923
Éditeur: John Wiley & Sons Inc.
DOI: 10.1002/rnc.4583

Space systems resilience optimisation under epistemic uncertainty

Auteurs: Gianluca Filippi, Massimiliano Vasile, Daniel Krpelik, Peter Zeno Korondi, Mariapia Marchi, Carlo Poloni
Publié dans: Acta Astronautica, Numéro 165, 2019, Page(s) 195-210, ISSN 0094-5765
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.actaastro.2019.08.024

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

Auteurs: Cristian Greco, Marilena Di Carlo, Massimiliano Vasile, Richard Epenoy
Publié dans: Acta Astronautica, 2019, ISSN 0094-5765
Éditeur: 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

Auteurs: Alexander Erreygers, Cristina Rottondi, Giacomo Verticale, Jasper De Bock
Publié dans: IEEE Transactions on Communications, Numéro 66/11, 2018, Page(s) 5401-5414, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2018.2846235

Gradient based empirical cumulative distribution function approximation for robust aerodynamic design

Auteurs: Elisa Morales, Andrea Bornaccioni, Domenico Quagliarella, Renato Tognaccini
Publié dans: Aerospace Science and Technology, 2021, Page(s) 106630, ISSN 1270-9638
Éditeur: Elsevier BV
DOI: 10.1016/j.ast.2021.106630

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

Auteurs: Christian Sabater, Philipp Bekemeyer, Stefan Görtz
Publié dans: AIAA Journal, Numéro 58/12, 2020, Page(s) 5228-5242, ISSN 0001-1452
Éditeur: American Institute of Aeronautics and Astronautics
DOI: 10.2514/1.j059480

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