Dr. Tomoaki Takagi

Chofu, Tokyo , Japan  • 
Biography
Tomoaki Takagi received the B.E., M.E., and Ph.D. degrees from The University of Electro-Communications, Japan, in 2018, 2020, and 2023, respectively. He is currently a Visiting Researcher at The University of Electro-Communications. His research interests include evolutionary multi- and many-objective optimization and its applications. He is also a member of IEEE and the Japanese Society for Evolutionary Computation. He received IEEE CIS Japan Chapter Young Researcher Award in 2020, the Evolutionary Computation Competition First Award for Single-Objective and Multi-Objective Track in 2020, and the Transaction of the Japanese Society for Evolutionary Computation Beat Paper Award in 2022.
Publications
Tomoaki Takagi, Keiki Takadama, and Hiroyuki Sato, "Directional Pareto Front and Its Estimation to Encourage Multi-Objective Decision-Making," IEEE Access, vol. 11, pp. 20619 - 20634, 2023.
Tomoaki Takagi, Keiki Takadama, and Hiroyuki Sato, "Pareto Front Upconvert by~Iterative Estimation Modeling and~Solution Sampling," in Lecture Notes in Computer Science, 2023, pp. 218 - -230.
Tomoaki, Takagi, "Pareto front estimation for multi-objective decision-making and supervised/unsupervised multi-objective optimization," 2023.
Tomoaki Takagi, Keiki Takadama, and Hiroyuki Sato, "Supervised Multi-Objective Optimization Algorithm Using Estimation," in 2022 {IEEE} Congress on Evolutionary Computation ({CEC}), 2022
Shio Kawakami, Tomoaki TakagiKeiki Takadama, and Hiroyuki Sato, "Distance Minimization Problems for Multi-factorial Evolutionary Optimization Benchmarking," in Hybrid Intelligent Systems, 2021, pp. 710 - 719.
Education
The University of Electro-Communications
Doctor of Philosophy
Computer Sciences and Information Technologies , 2023
The University of Electro-Communications
Master of Engineering
Computer Sciences and Information Technologies , 2020
The University of Electro-Communications
Bachelor of Engineering
Computer Sciences and Information Technologies , 2018