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

  in Conferences   Posted on October 30, 2018

Conference Information

Submission Deadline Monday 07 Jan 2019
Conference & Submission Link https://sites.google.com/view/cec2019dmoo/home
Conference Dates Jun 10, 2019 - Jun 13, 2019
Conference Address WELLINGTON, New Zealand
Proceedings indexed by
Conference Organizers : ( Deadline extended ? Click here to edit )

Conference 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 Therefore, the DMOO algorithm also has to deal with the problems of a lack of diversity and outdated memory.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aims at providing a forum for researchers in the area of DMOO to exchange new ideas and submit their original and unpublished work.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

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