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UEOB 2019 : CEC-2019 Workshop on Understanding of Evolutionary Optimization Behavior (UEOB 2019)

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Link: http://cs.ijs.si/ueob/
 
When Jun 10, 2019 - Jun 13, 2019
Where Wellington, New Zealand
Submission Deadline Mar 15, 2019
Notification Due Mar 31, 2019
Final Version Due Apr 15, 2019
Categories    evolutionary computation   computer science   artificial intelligence   optimization
 

Call For Papers

We are organising the workshop “Understanding of Evolutionary Optimization Behavior (UEOB 2019)” at the IEEE Congress on Evolutionary Computation 2019 (http://cec2019.org/programs/workshops.html#cec-02) in Wellington, New Zealand.

Please consider to contribute to and/or forward to the appropriate groups the following opportunity to present original research articles in CEC 2019.


SCOPE

The focus of the UEOB 2019 is to highlight theoretical and empirical research that investigates approaches needed to analyze stochastic optimization algorithms and performance assessment with regard to different criteria. The main goal is to bring the problem and importance of understanding optimization algorithms closer to researchers and to show them how and why this is important for future development in the optimization community. This will help researchers/users to transfer the gained knowledge from theory into the real world, or to find the algorithm that is best suited to the characteristics of a given real-world problem.

More detailed information can be found at http://cs.ijs.si/ueob/.


TOPICS OF INTEREST

- Data-driven approaches (machine learning/information theory/statistics) for assessing algorithm performance
- Vector embeddings of problem search space
- Meta-learning
- New advances in analysis and comparison of algorithms
- Operators influence on algorithm behavior
- Parameters influence on algorithm behavior
- Theoretical algorithm analysis


SUBMISSION GUIDELINES

All submissions should be formatted according to the CEC 2019 submission guidelines provided at http://www.cec2019.org/papers.html#submission.
All submissions will be handled through EasyChair (https://easychair.org/conferences/?conf=ueob2019) and reviewed by the program committee.

In order to participate to this workshop, a full or a student registration at CEC 2019 is required.

Selected papers will be invited to be extended for a special issue in Natural Computing (https://link.springer.com/journal/11047).


IMPORTANT DATES

- Paper submission: 15 March, 2019
- Notification to authors: 31 March, 2019
- Early registration: 31 March, 2019
- Final submission: 15 April, 2019
- Conference: 10-13 June, 2019


ORGANIZERS

Tome Eftimov
Department of Biomedical Data Sciences, Stanford Medicine
Stanford University
USA

Peter Korošec
Computer Systems Department
Jožef Stefan Institute
Slovenia

Christian Blum
Artificial Intelligence Research Institute (IIIA)
Spanish National Research Council (CSIC)
Spain

Related Resources

CEC 2021   IEEE CEC Special Session on Large Scale Global Optimization
EI-CFAIS 2021   2021 International Conference on Frontiers of Artificial Intelligence and Statistics (CFAIS 2021)
CEC 2021   IEEE Congress on Evolutionary Computation
IJAD 2021   International Journal of Advanced Dermatology
CEC-RIAEC 2021   IEEE CEC-SS Real-World and Industry Applications of Evolutionary Computation
MLNLP 2021   2nd International Conference on Machine Learning Techniques and NLP
SAEOpt 2021   Workshop on Surrogate-Assisted Evolutionary Optimisation
ACML 2021   The 13th Asian Conference on Machine Learning
CSEIT 2021   8th International Conference on Computer Science, Engineering and Information Technology
4th RWACMO, GECCO 2021   The 4th Workshop on Real-world Applications of Continuous and Mixed-integer Optimization, GECCO 2021