News: Mathematical Programming agreed to have a special issue on Global Optimization, and JOGO will have a special issue devoted to the HUGO workshop. Deadlines are extended to February 28, 2023.
Call for papers for Special Issue on Global Optimization in Mathematical Programming B
Call for papers for Special Issue in Journal of Global Optimization
The Conference Proceedings is available (but protected with a password, that is the first 8 characters): HUGO2022_Proceedings.pdf
Sponsors
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The organization committee of the HUGO conference decided to held the meeting September 6th-8th, 2022 in a hybrid setting.
On Thursday afternoon the Tisza river bank will be closed due to the preparation for a military event on Friday in front of the main Museum. As far as we know right now, the closure will not affect directly our programs. The way from the conference site and from Art Hotel to the train station should be free for both Thursday and Friday.
For the social programs (dragon boat, football, informatics museum), we meet at 17:30 in front of the conference site, and walk to the activity place.
The Wednesday conference dinner will be in the Kiskőrössy restaurant just outside Szeged. We shall have a bus to take you there after the ship tour. Szeged is famous for its fish soup, which is hot, spicy, and substantial. Usually you eat ca. 2 plates of is. After it, a small portion of túrós csusza will be served, that is a traditional pastry with cottage cheese (salty) and some fried bacon pieces.
Before the supper a short folk dance show will be presented with live traditional music. Hungarian folk dance is a full body movement, and if you have access to it, then try to find a position in that room from where you see dancers fully, not only the upper body parts. The dancing lad, Pál Simoncsics is the big name in our region who won several related prices on folk dance festivals.
The Tuesday opening ceremony can be followed on the skype link of
https://join.skype.com/Gn6Ng2odyGYG
The three wines you can taste at the Tuesday wine-and-cheese party at the City Mayors Office:
1. Kreinbacher Juhfark 2021, white wine made from the old, traditional grape sort of juhfark (tail of sheep, named after the form of the grapes). This grape type have survived the philloxera disease, and has a delicate mineral taste. It is also called to be the wine of wedding night... It is produced on the vulcanic mountain of Somló.
2. Günzer Kékfrankos 2015. It is a nice red wine from the most famous Hungarian red wine terroir of Villány. The grape type, kékfrankos is again a Hungarian one, the name reflects that it produced expensive wines in old times, 100+ years ago. The wine excells in strong and fine tannin, the alcohol degree is 13%, a bit larger than average.
3. Oremus aszu 3 puttonyos. It is a sweet dessert wine produced along the unique aszu tradition. This wine is not really fitting the cheese served this evening, but once in Hungary, it is worth to taste as last wine. The wine producer Oremus is one of the most renowned one in Hungary. It comes from the Tokaj region, Tolcsva.
The conference site will be the Szeged branch of the Hungarian Academy of Sciences: Somogyi street 7. The COVID situation is improving, and right now we do not have any travel restriction for those coming to Hungary.
Map with the important sites:
This workshop organized by the University of Szeged offers a traditional forum for researchers and practitioners to discuss new issues, challenging problems, advanced solutions and new trends in global optimization. Since 1985, a tradition of Global Optimization Workshops exists that senior researchers and PhD students meet in a single-stream session environment to discuss approaches, algorithms and challenging applications in the field of global optimization.
You will also have the opportunity to visit Szeged, the sunniest city in Hungary that is famous for its vibrant atmosphere, spectacular festivals and last but not least for its internationally acclaimed university. The University of Szeged gave Albert Szent-Györgyi the Nobel -prize awarded scientist to the world, and nurtured Katalin Karikó the world renowned biochemist. We also take great pride in the fact that the University of Szeged has been the best Hungarian university for several years according to QS World University Rankings.
The two closest international airports are those of Budapest and Timisoara (in Romania). We offer some help for the airport transfer that will be described later.
Abstract submission: all participants wishing to present a talk at HUGO 2022 should prepare an extended abstract of 4 pages in our LaTeX style. Detailed instructions for preparing a manuscript are written in the template. Submission should be done through EasyChair.
Workshop fee: 300 EUR for on-site participants; it includes lunches, coffee breaks, proceedings of the abstracts with ISBN, conference dinner & some cultural programmes.
150 EUR for online participants; including access to all talks and discussions and some social programs that can be broadcasted.
Special Issues: A special issue of Mathematical Programming B and Journal of Global Optimization will be edited, which are privileged forums for the papers presented at the meeting.
Important dates:
Confirmation of participation: |
asap (please fill in our short form even if not sure) |
Deadline for the submission of extended abstracts: |
April 30, 2022 May 10, 2022 |
Notification of acceptance: |
May 31, 2022 |
Due date of camera-ready manuscripts for the proceedings: |
June 30, 2022 |
Deadline for registration: |
July 30, 2022 |
Conference dates: |
September 6-8, 2022 |
International Society of Global Optimization