posted by user: orouskhani || 2444 views || tracked by 8 users: [display]

DMOO 2019 : IEEE CEC 2019: Special Session on “Dynamic Multi-objective Optimization and its Applications”

FacebookTwitterLinkedInGoogle

Link: https://sites.google.com/view/cec2019dmoo/home
 
When Jun 10, 2019 - Jun 13, 2019
Where WELLINGTON, NEW ZEALAND
Submission Deadline Jan 31, 2019
Notification Due Mar 7, 2019
Final Version Due Mar 31, 2019
Categories    multi-objective optimization   artificial intelligence   computational intelligence   dynamic optimization
 

Call For Papers

Many real-world engineering optimization problems not only require the simultaneous optimization of a number of objective functions, but also need to track the changing optimal solutions. These problems are called: Dynamic multi-objective optimization (DMOO) problems. Here, where either the objective functions or the constraints change over time, an optimization algorithm should be able to find, and track the changing set of optimal solutions and approximate the time-varying true Pareto front. Therefore, the DMOO algorithm also has to deal with the problems of a lack of diversity and outdated memory.

The main goal of this session is to emphasize the newest techniques in solving dynamic multi-objective optimization problems and handling current issues. Due to the novelty of DMOO, the session more concentrates on combining DMOO with other hot topics, such as deep learning. Therefore, session aims at providing a forum for researchers in the area of DMOO to exchange new ideas and submit their original and unpublished work. Topics of interest include, but are not limited to:

• Complexity, theoretical analysis, and convergence criterion of DMOO

• Constraint and noise handling methods for DMOO

• Benchmarks and performance measures for DMOO

• Evolutionary dynamic multi-objective optimization

• Dynamic Many-objective optimization

• Dynamic multi-objective Deep Learning techniques

• Fuzzy dynamic multi-objective optimization

• Applications: Bio-medical date modeling, Big data, and …

https://sites.google.com/view/cec2019dmoo/home

Organizers:
Prof. Daming Shi, Shenzhen University
Dr. Marde Helbig, University of Pretoria
Dr. Maysam Orouskhani, Shenzhen University

Related Resources

CEC 2021   IEEE CEC Special Session on Large Scale Global Optimization
CFMAI 2021   2021 3rd International Conference on Frontiers of Mathematics and Artificial Intelligence (CFMAI 2021)
NIA2NIA CEC 2021   Special Session on CEC 2021: Nature-Inspired Intelligence at the service of Nature-Inspired Intelligence
StoryCase 2012   ICCBR-12 Workshop on Stories, Episodes, and Cases (StoryCase)
CEC 2021   IEEE Congress on Evolutionary Computation
IEEE SSCI 2021   2021 IEEE Symposium Series on Computational Intelligence
EI-CFAIS 2021   2021 International Conference on Frontiers of Artificial Intelligence and Statistics (CFAIS 2021)
AIKE 2021   IEEE Artificial Intelligence & Knowledge Engineering 2021
IJAD 2021   International Journal of Advanced Dermatology
IEEE CIIoT 2021   IEEE Symposium on Computational Intelligence in IoT and Smart Cities