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scis-isis2018dmoo 2018 : Special Session Advances on Dynamic Multi-objective Optimization and its Applications


When Dec 5, 2018 - Dec 8, 2018
Where Japan
Submission Deadline Jul 25, 2018
Notification Due Aug 20, 2018
Final Version Due Sep 18, 2018
Categories    multi-objective optimization   dynamic optimization   artificial intelligence   computational intelligence

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 Therefore, the DMOO algorithm also has to deal with the problems of a lack of diversity and outdated memory.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 special session is to emphasize the newest techniques in solving dynamic multi-objective optimization problems and handling the current issues. So the 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aims at providing a forum for researchers in the area of DMOO to exchange new ideas and submit their original and unpublished work.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
• Handling outliers, constraints, and deceptive solutions of DMOO
• Algorithms, benchmarks, and performance measures of DMOO
• Dynamic many-objective optimization
• Uncertainty and noisy fitness functions in DMOO
• Fuzzy DMOO
• Evolutionary methods in DMOO
• Hybrid algorithms of DMOO
• Real-world applications of DMOO (Biomedical engineering, Modeling, Big data, Data mining, ... )

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Papers should be written in A4 paper format with the IEEE style (please see following links). Title, authors' names, and organizations of your paper should be capitalized as IEEE style manual. Only a PDF file will be accepted for the review process. All fonts should be embedded in the PDF file.
Manuscript Templates for Conference Proceedings prepared by IEEE


*Special Session Organizer
Dr. Maysam Orouskhani
Science and Research Branch of Islamic Azad University, Tehran, Iran

*Important dates
Submission of papers: July 25, 2018
Notification of acceptance: August 20, 2018
Conference date: December 5-8, 2018

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