Wednesday, 12 November 2014

Call for Papers CEC2015 Special Session "Engineering Applications of Hybrid Evolutionary Algorithms"

Special Session for IEEE CEC 2015.

Most optimization problems in engineering and science involve decision making activities. These scenarios arise  due to some physical limitations or functional requirements to satisfy. Traditionally different methodologies have been developed in the realm of mathematics to solve optimization problems with their associated merits and limitations. With modern technological advancements from last two decades, the solution of optimization problems are sought by means of Evolutionary Algorithms (EAs) which are proved to be very effective. The research is also greatly influenced by combining different optimization techniques also known as hybrid technique, to alleviate the drawback of individual technique. In this respect, the immense number of research outcomes reported in the literature.

Based on the above theme, a special session is proposed for the IEEE Congress on Evolutionary Computation - CEC 2015. The objective of this proposal is to invite researchers to address various challenging optimization problems using hybrid EAs. The scheme is to initiate discussions and deliberations peculiar to, and encompassing all related areas of the application of, recent advanced in hybrid EAs in optimization.
  • Hybrid evolutionary-classical approaches
  • Hybrid local-global search methodologies
  • Hybrid multi- and many-objective optimization methodologies and decision-making
  • Handling of integer, discrete and mixed variables in addition to continuous variables using hybrid techniques
  • New constraint handling mechanisms using hybrid CI techniques
  • Parameter adaptation in hybrid optimization
  • Handling of multi-modality and uncertainty using hybrid techniques
  • Hybrid meta-modeling based CI methodologies 
  • Hybrid dynamic optimization methodologies
  • Hybrid bi-level optimization methodologies
  • Complexity and efficiency using in hybrid methodology
  • Algorithm linking and unification of hybrid CI approaches
  • Applications of hybrid techniques in real-world problems
  • Any other relevant topic

Organizers

Dr. Rituparna Datta, Korea Advanced Institute of Science and Technology, Korea
email: rdatta@rit.kaist.ac.kr

Prof. Kalyanmoy Deb, Michigan State University, USA
email: kdeb@egr.msu.edu

Prof. Jong-Hwan Kim, Korea Advanced Institute of Science and Technology, Korea
email: johkim@rit.kaist.ac.kr 

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