Academic Staff and Fellows

TAGAWA Kiyoharu: Professor Doctor of Engineering; Graduate school/Electronic Engineering

Research Area	Mathematical Information Engineering, Optimization Methods, Statistics
Teaching (Undergraduate Course)	Probability and Statistics, Mathematical Programming
Research Interests	Evolutionary Algorithm and Its Application, Optimization under Uncertainty
Selected Publications	(1) Application of differential evolution algorithms to portfolio optimization problems using loan, Trans. on The Japanese Society for Evolutionary Computation, Vol. 12, No. 2, pp. 26-35, 2021. (2) Simultaneous optimization of interest rate and portfolio for diversified investment using loan, IEEJ Trans. on Electronics, Information and Systems, Vol. 140, No. 11, pp. 1257-1263, 2020. (3) Chance constrained portfolio optimization using bank deposit and bank loan via adaptive differential evolution based method, Trans. on Mathematical Modeling and its Application, Vol. 12, No. 2, pp. 59-68, 2019.
Education (Master's/Doctral Course)	Kobe University

E-mail	tagawa（at）info.kindai.ac.jp Note that this e-mail address has replaced the "@" with "(at)" to prevent spam. When e-mailing, replace the "(at)" with "@".