Call For Papers

Dynamic Multi-objective Optimization and its Applications

Special Session in IEEE Congress on Evolutionary Computation 2019

http://www.cec2019.org/

Scope

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 Therefore, the DMOO algorithm also has to deal with the problems of a lack of diversity and outdated memory.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aims at providing a forum for researchers in the area of DMOO to exchange new ideas and submit their original and unpublished work.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

http://cec2019.org/programs/special_sessions.html

Manuscript Style Information

  • Only papers prepared in PDF format will be accepted.
  • Paper Length: Up to 8 pages, including figures, tables and references. At maximum, two additional pages are permitted with over-length page charge of US$100/page, to be paid during author registration.
  • Paper Formatting: double column, single spaced, #10 point Times Roman font.
  • Margins: Left, Right, and Bottom: 0.75" (19mm). The top margin must be 0.75" (19 mm), except for the title page where it must be 1" (25 mm).
  • No page numbers please. We will insert the page numbers for you.

Download Microsoft Word Template (US letter)

Download LaTeX Template Instructions

Download LaTeX Template

Download LateX Bibliography Files (Windows)

Special Session Organizer

Professor Daming Shi,

College of Computer Science and Software Engineering, Shenzhen University, China.

Email: dshi@szu.edu.cn


Dr. Mardé Helbig,

Department of Computer Science, University of Pretoria, South Africa.

Email: mhelbig@cs.up.ac.za


Dr. Maysam Orouskhani

College of Computer Science and Software Engineering, Shenzhen University, China.

E-mail: maysam.orouskhani@srbiau.ac.ir

maysam.orouskhani@szu.edu.cn

Important dates

  • Paper submission: 7 January, 2019
  • Decision notification: 7 March, 2019
  • Camera ready paper due: 31 March, 2019
  • Registration: 31 March, 2019
  • Conference: 10 June, 2019
  • Note: all deadlines are 11:59pm US pacific time.