Optimal design of buffer material in the geological disposal of radioactive wastes using the satisficing trade-off method and a self-organizing map

Takashi Okamoto, Yuya Hanaoka, Eitaro Aiyoshi, Yoko Kobayashi

Research output: Contribution to journalArticle

6 Citations (Scopus)

Abstract

In this paper, we consider the use of a multi-objective optimization method in order to obtain a preferred solution for the buffer material optimal design problem in the high-level geological disposal of radioactive waste. The buffer material optimal design problem is formulated as a constrained multi-objective optimization problem. Its Pareto optimal solutions are distributed evenly over the entire feasible region. Hence, we develop a search method to find a preferred solution easily for a decision maker from the Pareto optimal solutions, which are distributed evenly and broadly. In the preferred solution search method, a technique for visualization of a Pareto optimal solution set using a self-organizing map is introduced into the satisficing trade-off method, which is an interactive method for obtaining a Pareto optimal solution that satisfies a decision maker. We confirm the effectiveness of the preferred solution search method in the buffer material optimal design problem.

Original languageEnglish
Pages (from-to)17-32
Number of pages16
JournalElectrical Engineering in Japan (English translation of Denki Gakkai Ronbunshi)
Volume187
Issue number2
DOIs
Publication statusPublished - 2014 Apr

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Self organizing maps
Radioactive wastes
Waste disposal
Multiobjective optimization
Constrained optimization
Visualization
Optimal design

Keywords

  • geological disposal
  • multi-objective optimization
  • radioactive waste
  • satisficing trade-off method
  • self-organizing map

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Energy Engineering and Power Technology

Cite this

Optimal design of buffer material in the geological disposal of radioactive wastes using the satisficing trade-off method and a self-organizing map. / Okamoto, Takashi; Hanaoka, Yuya; Aiyoshi, Eitaro; Kobayashi, Yoko.

In: Electrical Engineering in Japan (English translation of Denki Gakkai Ronbunshi), Vol. 187, No. 2, 04.2014, p. 17-32.

Research output: Contribution to journalArticle

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