Risultati finali
This deliverable will be a collection of articles from a conference on high performance optimisation in industry to be held in Slovenia towards the end of the project.
Summer school course materialsThis deliverable will comprise the materials of the summer school on smart multi-objective optimisation such as its syllabus and presentations. While the course materials will be prepared for the summer school attendees, they will also be made publicly available to all interested parties.
Potential complex optimisation problems in science and industryPotential complex optimisation problems in science and industry: in this deliverable, we will report some strategic large scale applications in different domains where multi-objective optimisation and surrogate-assistant modelling are crucial. Explored domains will concern: health, smart factories, smart buildings & homes, smart cities & communications, and smart use of resources.
Report on enhancing high-performance computingReport on enhancing high-performance computing: we will provide a tutorial and lecture on the use of large scale heterogeneous parallel architectures for solving complex optimization problems. The focus will be put on new trends of high-performance computing identified in TOP500 international ranking including multi-core processors and co-processors (GPU, MIC) and their combination.
Report on improving excellence in multi-objective optimisationThe reports on improving excellence in multi-objective optimisation describes the improvements with respect to the integration of USTL and CUAS expertise to improve the expertise of all partners involved. It will focus on the actions taken to merge large scale parallel optimisation algorithms and high quality surrogate models as well as the steps to make JSI a leading authority in the field(s).
Proceedings of the BIOMA conferenceThe proceedings will contain invited and regular papers accepted to and presented at the 8th International Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2018, which is the main scientific meeting to be organized by the SYNERGY partners. The proceedings will be available in electronic and printed form.
Report on prepared key performance indicatorsThis deliverable will provide the key performance indicators on all publications in high impact journals in the relevant research fields..
Tutorial on surrogate-assisted modellingThe tutorial on surrogate-assisted modelling will compile the state of the art on the corresponding topic and provide best practice methods for different scenarios. It will review different modelling techniques and different procedures for the integration of surrogates in considered optimisation techniques like evolutionary algorithms.
Tutorial on parallel multi-objective optimisationTutorial on parallel multi-objective optimization: this tutorial will present the state of the art of multi-objective metaheuristics and evolutionary algorithms in terms of design and implementation. In terms of implementation, different parallel architectures will be taken into account including multi-core and many-core processors. Best practies will be also outlined considering the characteristics of applications.
Report on refining surrogate modellingThe report on refining surrogate modelling will describe the actions to be taken to transport CUAS know-how to JSI and the cooperation of JSI and CUAS within different events. These will spread from the organisation of events at different conferences to the dissemination of know-how to the areas from Slovenia’s Smart Specialisation Strategy.
Edited book on high-performance optimisationEdited book on high-performance optimisation: this book will collect state of the art high-performance optimisation algorithms in which parallel computing and surrogate-assisted modeling are used. Different optimization algorithms, parallel architectures and applications will be tackled.
A project website (with public and private area).
Pubblicazioni
Autori:
Tome Eftimov, Peter Korošec, Barbara Koroušić Seljak
Pubblicato in:
Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '18, 2018, Pagina/e 15-16, ISBN 9781-450357647
Editore:
ACM Press
DOI:
10.1145/3205651.3208210
Autori:
Tome Eftimov, Peter Korosec, Barbara Korousic Seljak
Pubblicato in:
2017 IEEE Symposium Series on Computational Intelligence (SSCI), 2017, Pagina/e 1-8, ISBN 978-1-5386-2726-6
Editore:
IEEE
DOI:
10.1109/ssci.2017.8280910
Autori:
Tome Eftimov, Peter Korošec
Pubblicato in:
Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '18, 2018, Pagina/e 1329-1336, ISBN 9781-450357647
Editore:
ACM Press
DOI:
10.1145/3205651.3208232
Autori:
Gregor Papa, Gašper Petelin, and Peter Korošec
Pubblicato in:
Mednarodna konferenca o visokozmogljivi optimizaciji v industriji, HPOI 2018 : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 2018, ISBN 978-961-264-138-2
Editore:
"Institut ""Jožef Stefan"""
Autori:
Gregor Papa and Peter Korošec
Pubblicato in:
Mednarodna konferenca o visokozmogljivi optimizaciji v industriji, HPOI 2018 : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 2018, ISBN 978-961-264-138-2
Editore:
"Institut ""Jožef Stefan"""
Autori:
Tušar , Tea; Hansen , Nikolaus; Brockhoff , Dimo
Pubblicato in:
https://hal.inria.fr/hal-01629087, Numero 1, 2017
Editore:
Jožef Stefan Institute
Autori:
Gregor Papa, Peter Korošec
Pubblicato in:
Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences, Numero 48, 2019, Pagina/e 457-471, ISBN 978-3-319-89986-2
Editore:
Springer International Publishing
DOI:
10.1007/978-3-319-89988-6_27
Autori:
Tome Eftimov, Peter Korošec, Barbara Koroušić Seljak
Pubblicato in:
Bioinspired Optimization Methods and Their Applications, Numero 10835, 2018, Pagina/e 138-150, ISBN 978-3-319-91640-8
Editore:
Springer International Publishing
DOI:
10.1007/978-3-319-91641-5_12
Autori:
Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Tea Tušar
Pubblicato in:
Evolutionary Multi-Criterion Optimization, Numero 10173, 2017, Pagina/e 103-119, ISBN 978-3-319-54156-3
Editore:
Springer International Publishing
DOI:
10.1007/978-3-319-54157-0_8
Autori:
Tome Eftimov, Peter Korošec
Pubblicato in:
Information Sciences, Numero 489, 2019, Pagina/e 255-273, ISSN 0020-0255
Editore:
Elsevier BV
DOI:
10.1016/j.ins.2019.03.049
Autori:
Tea Tu?ar, Klemen Gantar, Valentin Koblar, Bernard ?enko, Bogdan Filipi?
Pubblicato in:
Applied Soft Computing, Numero 59, 2017, Pagina/e 77-87, ISSN 1568-4946
Editore:
Elsevier BV
DOI:
10.1016/j.asoc.2017.05.027
Autori:
Lucas Benedičič, Felipe A. Cruz, Tsuyoshi Hamada, Peter Korošec
Pubblicato in:
International Journal of Geographical Information Science, Numero 13658816, 2013, Pagina/e 799-823, ISSN 1365-8816
Editore:
Taylor & Francis
DOI:
10.1080/13658816.2013.879151
Autori:
Peter Korošec, Marian Vajteršic, Jurij Šilc, Rade Kutil
Pubblicato in:
The Journal of Supercomputing, Numero 09208542, 2013, Pagina/e 757-772, ISSN 0920-8542
Editore:
Kluwer Academic Publishers
DOI:
10.1007/s11227-012-0772-z
Autori:
Peter Korošec, Uroš Bole, Gregor Papa
Pubblicato in:
Expert Systems with Applications, Numero 09574174, 2013, Pagina/e 5839-5853, ISSN 0957-4174
Editore:
Pergamon Press Ltd.
DOI:
10.1016/j.eswa.2013.05.035
Autori:
Bogdan Filipič, Risto Vesanen, Erkki Laitinen
Pubblicato in:
International Journal of Innovative Computing and Applications, Numero 1751648X, 2013, Pagina/e 191, ISSN 1751-648X
Editore:
Inderscience Publishers
DOI:
10.1504/IJICA.2013.055937
Autori:
Miha Mlakar, Dejan Petelin, Tea Tušar, Bogdan Filipič
Pubblicato in:
European Journal of Operational Research, Numero 03772217, 2015, Pagina/e 347-361, ISSN 0377-2217
Editore:
Elsevier BV
DOI:
10.1016/j.ejor.2014.04.011
Autori:
Tea Tusar, Bogdan Filipic
Pubblicato in:
IEEE Transactions on Evolutionary Computation, Numero 1089778X, 2015, Pagina/e 225-245, ISSN 1089-778X
Editore:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/TEVC.2014.2313407
Autori:
Miha Mlakar, Tea Tušar, Bogdan Filipič
Pubblicato in:
Mathematical Problems in Engineering, Numero 1024123X, 2014, Pagina/e 1-10, ISSN 1024-123X
Editore:
Hindawi Publishing Corporation
DOI:
10.1155/2014/817964
Autori:
Matjaž Depolli, Roman Trobec, Bogdan Filipič
Pubblicato in:
Evolutionary Computation, Numero 10636560, 2013, Pagina/e 261-291, ISSN 1063-6560
Editore:
MIT Press
DOI:
10.1162/EVCO_a_00076
Autori:
E. Dovgan, M. Javorski, T. Tušar, M. Gams, B. Filipič
Pubblicato in:
Applied Soft Computing, Numero 15684946, 2014, Pagina/e 50-62, ISSN 1568-4946
Editore:
Elsevier BV
DOI:
10.1016/j.asoc.2013.11.014
Autori:
Tea Tušar, Bogdan Filipič
Pubblicato in:
Mathematical Problems in Engineering, Numero 1024123X, 2014, Pagina/e 1-18, ISSN 1024-123X
Editore:
Hindawi Publishing Corporation
DOI:
10.1155/2014/569346
Autori:
E. Dovgan, M. Javorski, T. Tušar, M. Gams, B. Filipič
Pubblicato in:
Expert Systems with Applications, Numero 09574174, 2013, Pagina/e 2687-2695, ISSN 0957-4174
Editore:
Pergamon Press Ltd.
DOI:
10.1016/j.eswa.2012.11.006
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