教員一覧 List of faculty members
SATOH Hideki 教授
SATOH, Hideki Professor
SATOH Hideki Professor
SATOH HidekiBelongs:
Department of Media Architecture; Media Architecture
Field of Study
Nonlinear SciencePrevious employment/history
ToshibaSubjects in charge (undergraduate)
Probability and statistics, operations research, network communication theory, speech and music processingBachelor of Science
Ph.D. (Information Science)
SATOH, Hideki Professor
Affiliation:
Department of Media Architecture、 Media Architecture Field
Research Fields
Nonlinear scienceAcademic Background
M.E. degrees in Electronics and Communication EngineeringSubjects in Charge (Undergraduate)
Probability Theory and Statistics,Operations Research,Theory of Network Communication,Speech and music processingDegree
Ph.D. degree in Information ScienceRelated Links
Related Links
Research Projects
Food and the environment are major themes of the 21st century. The SATOH Hideki Laboratory utilizes ICT (Information and Communication Technology) to conduct research on food and the environment, contributing to 21st-century society.
My main research focuses on (1) developing recipe design support tools (software that calculates ingredients and their proportions to create new recipes, with the aim of optimizing nutrients and costs), and (2) analyzing taste data (analyzing analytical data (taste data, components) of various foods such as sake, wine, and cheese, and exploring the differences in taste between foods).
The appeal of research
Our goal is to create new values by integrating mathematical sciences, information, food, and the environment.
Achievements
Academic papers and software.
Major publications and papers
- Masako Sato, Yoshifumi Takao, Hideki Satoh, “A Nonlinear Multiple Regression Model of Taste Sensor Data for the Components of Sake,” Transactions of the Institute of Electrical Engineers of Japan, Vol. 139, No. 3, pp. 45–53, March 2019.
- SATOH Hideki, Sato Masako, Takao Yoshifumi, "Visualization of High-Dimensional Sensor Information and Analysis of Class Structure using Nonlinear Mapping," Transactions of the Institute of Electrical Engineers of Japan, Vol. 138, No. 4, pp. 123–131, April 2018.
- Masako Sato, Hideki Satoh, “Deriving diverse approximate solutions for high-dimensional nonlinear sparse optimization problems – Solutions for ingredient and ratio optimization problems –,” IEICE Transactions on Electronics, Information and Communication Engineers, vol. J99-A, no. 4, pp. 177–184, April 2016.
- SATOH, Hideki; Kasai, Daisuke; Sato, Masako; “Characteristic Correction of Taste Sensors Based on Sensory Evaluation and its Application to Food Identification,” Transactions of the Institute of Electrical Engineers of Japan, Vol. 136, No. 7, pp. 303–311, July 2016.
- Masako Sato, Hideki Satoh, and Hidekazu Ikezaki, "Optimization of raw material and blend ratios based on output data from a taste sensor," Transactions of the Institute of Electrical Engineers of Japan, Vol. 135, No. 2, pp. 57–64, Feb. 2015.
- H. Satoh, “Eigen Analysis of Moment Vector Equation for Interacting Chaotic Elements Described by Nonlinear Boltzmann Equation,” IEICE Trans. Fundamentals, vol. E97-A, no. 1, pp. 331–338, Jan. 2014.
- H. Satoh, “Eigen analysis of space embedded equation in moment vector space for multi-dimensional chaotic systems,” IEICE Trans. Fundamentals, vol. E96-A, no. 2, pp. 600–608, Feb. 2013.
- H. Satoh, “Global Nonlinear Optimization Based on Wave Function and Wave Coefficient Equation,” IEICE Trans. Fundamentals, vol. E93-A, no. 1, pp. 291–301, Jan. 2010.
- H. Satoh, “Global Nonlinear Optimization Based on Eigen Analysis of Schrodinger-type Equation,” IEICE Trans. Fundamentals, vol. E93-A, no. 8, pp. 1476–1485, Aug. 2010.
Research Contents
A macroscopic structure was analyzed for a system composed of multiple elements the dynamics of which are affected by the distribution of the elements. First, the moment vector equation (MVE) is derived. The average probability density function (pdf) in a steady state is derived using eigen analysis of the coefficient matrix of the MVE. The macroscopic structure of the system and the mechanism that provides the average pdf and the transient response are then analyzed using eigen analysis.
These mothods have been applied to sparse nonlinear optimization problems, and they have been used to solve a recipe optimization problem.
Attractive Factors of My Research
We can obtain not only the transient and stationary properties of the system but also the macroscopic structure and the mechanism providing the properties for arbitrary high-dimensional systems.
Achievements
My main achievement is journal papers (20 papers).
Major Books and Papers
- H. Satoh, “Eigen Analysis of Moment Vector Equation for Interacting Chaotic Elements Described by Nonlinear Boltzmann Equation”, IEICE Trans. Fundamentals, vol. E97-A, no. 1, pp. 331–338, Jan. 2014.
- H. Satoh,”Eigen analysis of space embedded equation in moment vector space for multi-dimensional chaotic systems”, IEICE Trans. Fundamentals, vol. E96-A, no. 2, pp. 600–608, Feb. 2013.
- H. Satoh,”Global Nonlinear Optimization Based on Wave Function and Wave Coefficient Equation”, IEICE Trans. Fundamentals, vol. E93-A, no. 1, pp. 291–301, Jan. 2010.
- H. Satoh, “Global Nonlinear Optimization Based on Eigen Analysis of Schrodinger-type Equation”, IEICE Trans. Fundamentals, vol. E93-A, no. 8, pp. 1476–1485, Aug. 2010.
Research seeds related to this faculty member
Searching for the optimal solution in food and medicine
field of study:
Artificial intelligence Mathematical Modeling sensor technology Data science Nonlinear systemskeyword:
# Impedance #food # Taste # Endometrial cancer # SN biopsy # higher dimension # Nonlinear # optimization # Visualization
















































