Call for Papers
——IEEE CEC 2023 Special Session on “Large-scale multi-objective optimization in emerging applications”
With the explosion of heterogeneous data in many scientific and engineering areas, the corresponding optimization tasks turn out to be challenging in terms of both efficiency and effectiveness. Specifically, these optimization tasks are usually characterized by multiple conflicting objectives and hundreds of decision variables, which hinder algorithms from obtaining well-converged and diversified solutions. Despite the remarkable performance of evolutionary algorithms on multi-objective optimization, they suffer from the curse of dimensionality when tackling large-scale multi-objective optimization problems (LSMOPs). The complicated landscapes and variable linkages in real-world scenarios further retard the convergence of populations. Thus, more practical and versatile algorithms for solving LSMOPs are expected, which can assist the development of computational intelligence and contribute to other emerging areas.
The topics of this special session include, but are not limited to, the follows:
Papers should be submitted following the instructions at the IEEE CEC 2023 website. Please select the main research topic as the Special Session on “Large-scale multi-objective optimization in emerging applications”. Accepted papers will be included and published in the conference proceedings.
Deadline: 27th January 2023
Notification: 14th April 2023
Conference: 2nd-5th July 2023, Chicago, United States
Ye Tian, Institutes of Physical Science and Information Technology, Anhui University, Hefei 230601, China. (firstname.lastname@example.org)
Cheng He, School of Electrical and Electronic Engineering, Huazhong University of Science and Technology, Wuhan 430074, China. (email@example.com)
Handing Wang, School of Artificial Intelligence, Xidian University, Xi'an 710071, China. (firstname.lastname@example.org)
Ran Cheng, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China. (email@example.com)
Xingyi Zhang, School of Artificial Intelligence, Anhui University, Hefei 230601, China. (firstname.lastname@example.org)
Kay Chen Tan, Department of Computing, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR. (email@example.com)
Yaochu Jin, Faculty of Technology, Bielefeld University, D-33615 Bielefeld, Germany. (firstname.lastname@example.org)