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MaOO@CEC 2015 : Special Session on Many-Objective Optimization@CEC2015 | |||||||||||||||
Link: http://hs.hc.uec.ac.jp/en/CEC15_MO.html | |||||||||||||||
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Call For Papers | |||||||||||||||
Call for Papers
2015 IEE Congress on Evolutionary Computation (CEC2015) in Sendai, Japan. ******************************************************* Special Session on Many-Objective Optimization ******************************************************* (Motivation) Evolutionary algorithms are particularly suited to solve multi-objective optimization problems because they can find a set of Pareto optimal solutions in a single run of the algorithm. So far, multi-objective EAs have been successfully applied mostly in two and three objectives problems. However, multi-objective EAs face several difficulties when we try to solve many-objective optimization problems, which optimize four or more objective functions simultaneously. At least, the following difficulties have been recognized in recent researches of evolutionary many-objective optimization. 1. The convergence deterioration of solutions toward Pareto front 2. The approximation of high dimensional entire Pareto front with a limited number of solutions 3. The presentation of obtained solutions in the high dimensional objective space and the decision making of a single final solution from them 4. The search performance evaluation of search algorithms 5. This special session focus on evolutionary many-objective optimization to tackle problems in many-objective optimization including the above mentioned difficulties. (Scope) -Algorithm design -Preference based search -Dimensionality reduction of the objective space -Benchmark problems -Visualization of high dimensional space and decision making -Search performance metrics (Important Dates) -Paper submission deadline: January 16, 2015 (EXTENDED!) -Paper acceptance notification: February 20, 2015 -Final paper submission deadline: March 13, 2015 -Conference dates: May 25-28, 2015 (Paper Submission) Special session papers are treated the same as regular papers and must be submitted via the CEC 2015 submission website. When submitting choose the "Many-Objective Optimization" special session from the "Main Research Topic" list. (Organizer) Hiroyuki Sato E-mail: sato [at] hc.uec.ac.jp Affiliation: The University of Electro-Communications Special Session URL: http://hs.hc.uec.ac.jp/en/CEC15_MO.html Conference URL: http://sites.ieee.org/cec2015/ |
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