Rezultaty
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).
Publikacje
Autorzy:
Tome Eftimov, Peter Korošec, Barbara Koroušić Seljak
Opublikowane w:
Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '18, 2018, Strona(/y) 15-16, ISBN 9781-450357647
Wydawca:
ACM Press
DOI:
10.1145/3205651.3208210
Autorzy:
Tome Eftimov, Peter Korosec, Barbara Korousic Seljak
Opublikowane w:
2017 IEEE Symposium Series on Computational Intelligence (SSCI), 2017, Strona(/y) 1-8, ISBN 978-1-5386-2726-6
Wydawca:
IEEE
DOI:
10.1109/ssci.2017.8280910
Autorzy:
Tome Eftimov, Peter Korošec
Opublikowane w:
Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '18, 2018, Strona(/y) 1329-1336, ISBN 9781-450357647
Wydawca:
ACM Press
DOI:
10.1145/3205651.3208232
Autorzy:
Gregor Papa, Gašper Petelin, and Peter Korošec
Opublikowane w:
Mednarodna konferenca o visokozmogljivi optimizaciji v industriji, HPOI 2018 : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 2018, ISBN 978-961-264-138-2
Wydawca:
"Institut ""Jožef Stefan"""
Autorzy:
Gregor Papa and Peter Korošec
Opublikowane w:
Mednarodna konferenca o visokozmogljivi optimizaciji v industriji, HPOI 2018 : zbornik 21. mednarodne multikonference Informacijska družba - IS 2018, 2018, ISBN 978-961-264-138-2
Wydawca:
"Institut ""Jožef Stefan"""
Autorzy:
Tušar , Tea; Hansen , Nikolaus; Brockhoff , Dimo
Opublikowane w:
https://hal.inria.fr/hal-01629087, Numer 1, 2017
Wydawca:
Jožef Stefan Institute
Autorzy:
Gregor Papa, Peter Korošec
Opublikowane w:
Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences, Numer 48, 2019, Strona(/y) 457-471, ISBN 978-3-319-89986-2
Wydawca:
Springer International Publishing
DOI:
10.1007/978-3-319-89988-6_27
Autorzy:
Tome Eftimov, Peter Korošec, Barbara Koroušić Seljak
Opublikowane w:
Bioinspired Optimization Methods and Their Applications, Numer 10835, 2018, Strona(/y) 138-150, ISBN 978-3-319-91640-8
Wydawca:
Springer International Publishing
DOI:
10.1007/978-3-319-91641-5_12
Autorzy:
Dimo Brockhoff, Anne Auger, Nikolaus Hansen, Tea Tušar
Opublikowane w:
Evolutionary Multi-Criterion Optimization, Numer 10173, 2017, Strona(/y) 103-119, ISBN 978-3-319-54156-3
Wydawca:
Springer International Publishing
DOI:
10.1007/978-3-319-54157-0_8
Autorzy:
Tome Eftimov, Peter Korošec
Opublikowane w:
Information Sciences, Numer 489, 2019, Strona(/y) 255-273, ISSN 0020-0255
Wydawca:
Elsevier BV
DOI:
10.1016/j.ins.2019.03.049
Autorzy:
Tea Tu?ar, Klemen Gantar, Valentin Koblar, Bernard ?enko, Bogdan Filipi?
Opublikowane w:
Applied Soft Computing, Numer 59, 2017, Strona(/y) 77-87, ISSN 1568-4946
Wydawca:
Elsevier BV
DOI:
10.1016/j.asoc.2017.05.027
Autorzy:
Lucas Benedičič, Felipe A. Cruz, Tsuyoshi Hamada, Peter Korošec
Opublikowane w:
International Journal of Geographical Information Science, Numer 13658816, 2013, Strona(/y) 799-823, ISSN 1365-8816
Wydawca:
Taylor & Francis
DOI:
10.1080/13658816.2013.879151
Autorzy:
Peter Korošec, Marian Vajteršic, Jurij Šilc, Rade Kutil
Opublikowane w:
The Journal of Supercomputing, Numer 09208542, 2013, Strona(/y) 757-772, ISSN 0920-8542
Wydawca:
Kluwer Academic Publishers
DOI:
10.1007/s11227-012-0772-z
Autorzy:
Peter Korošec, Uroš Bole, Gregor Papa
Opublikowane w:
Expert Systems with Applications, Numer 09574174, 2013, Strona(/y) 5839-5853, ISSN 0957-4174
Wydawca:
Pergamon Press Ltd.
DOI:
10.1016/j.eswa.2013.05.035
Autorzy:
Bogdan Filipič, Risto Vesanen, Erkki Laitinen
Opublikowane w:
International Journal of Innovative Computing and Applications, Numer 1751648X, 2013, Strona(/y) 191, ISSN 1751-648X
Wydawca:
Inderscience Publishers
DOI:
10.1504/IJICA.2013.055937
Autorzy:
Miha Mlakar, Dejan Petelin, Tea Tušar, Bogdan Filipič
Opublikowane w:
European Journal of Operational Research, Numer 03772217, 2015, Strona(/y) 347-361, ISSN 0377-2217
Wydawca:
Elsevier BV
DOI:
10.1016/j.ejor.2014.04.011
Autorzy:
Tea Tusar, Bogdan Filipic
Opublikowane w:
IEEE Transactions on Evolutionary Computation, Numer 1089778X, 2015, Strona(/y) 225-245, ISSN 1089-778X
Wydawca:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/TEVC.2014.2313407
Autorzy:
Miha Mlakar, Tea Tušar, Bogdan Filipič
Opublikowane w:
Mathematical Problems in Engineering, Numer 1024123X, 2014, Strona(/y) 1-10, ISSN 1024-123X
Wydawca:
Hindawi Publishing Corporation
DOI:
10.1155/2014/817964
Autorzy:
Matjaž Depolli, Roman Trobec, Bogdan Filipič
Opublikowane w:
Evolutionary Computation, Numer 10636560, 2013, Strona(/y) 261-291, ISSN 1063-6560
Wydawca:
MIT Press
DOI:
10.1162/EVCO_a_00076
Autorzy:
E. Dovgan, M. Javorski, T. Tušar, M. Gams, B. Filipič
Opublikowane w:
Applied Soft Computing, Numer 15684946, 2014, Strona(/y) 50-62, ISSN 1568-4946
Wydawca:
Elsevier BV
DOI:
10.1016/j.asoc.2013.11.014
Autorzy:
Tea Tušar, Bogdan Filipič
Opublikowane w:
Mathematical Problems in Engineering, Numer 1024123X, 2014, Strona(/y) 1-18, ISSN 1024-123X
Wydawca:
Hindawi Publishing Corporation
DOI:
10.1155/2014/569346
Autorzy:
E. Dovgan, M. Javorski, T. Tušar, M. Gams, B. Filipič
Opublikowane w:
Expert Systems with Applications, Numer 09574174, 2013, Strona(/y) 2687-2695, ISSN 0957-4174
Wydawca:
Pergamon Press Ltd.
DOI:
10.1016/j.eswa.2012.11.006
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