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Development of precision ensuring multi-objective design exploration to miniaturize and thin surface acoustic wave devices

Research Project

Project/Area Number 24560503
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field System engineering
Research InstitutionKinki University

Principal Investigator

TAGAWA Kiyoharu  近畿大学, 理工学部, 教授 (50252789)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2014: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywords設計工学 / 多目的最適化 / 不確実性 / 進化計算 / 弾性波デバイス / 電子デバイス
Outline of Final Research Achievements

Recently, Surface Acoustic Wave (SAW) devices, which have been widely used in Radio Frequency (RF) circuits of mobile communication equipments, are required to be further miniaturized. On the other hand, Multi-Objective Design Exploration (MODE) is a design support approach that efficiently extracts the useful information from a number of non-dominated solutions obtained through Evolutionary Multi-criterion Optimization (EMO).
In this study, a new design support approach called precision ensuring MODE is proposed and applied to the structural design of SAW devices in which various uncertainties incidental to miniaturization are considered. The results of this study are summarized as follows: Developments of 1) Simulators of several SAW devices, 2) A new EMO algorithm applicable to many-objective optimization problems, and 3) A precision ensuring evaluation technique of uncertainty based on prediction interval. 4) Acquirement of knowledge that is useful to miniaturize SAW devices.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (29 results)

All 2015 2014 2013 2012

All Journal Article (14 results) (of which Peer Reviewed: 12 results,  Open Access: 6 results,  Acknowledgement Compliant: 6 results) Presentation (15 results)

  • [Journal Article] Dynamic implementation techniques of concurrent differential evolutions for multi-core CPUs2015

    • Author(s)
      Kiyoharu Tagawa, Hirokazu Takeuchi
    • Journal Title

      Proc. of the 14th International Conference on Software Engineering, Parallel and Distributed Systems, Advances in Software Engineering and Systems

      Volume: なし Pages: 13-18

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 差分進化の基礎と並行プログラミング2015

    • Author(s)
      田川聖治
    • Journal Title

      システム制御情報学会誌,システム/制御/情報

      Volume: 59-2 Pages: 47-52

    • NAID

      110009917782

    • Related Report
      2014 Annual Research Report
  • [Journal Article] Multi-noisy-hard-objective robust design of balanced surface acoustic wave filters based on prediction of worst-case performance2015

    • Author(s)
      Kiyoharu Tagawa, Shoichi Harada
    • Journal Title

      Proc. of 18th European Conference on the Applications of Evolutionary Computation, Lecture Notes in Computer Science

      Volume: 9028 Pages: 616-628

    • DOI

      10.1007/978-3-319-16549-3_50

    • ISBN
      9783319165486, 9783319165493
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Multi-hard-objective optimum design of surface acoustic wave duplexers using adaptive differential evolution2014

    • Author(s)
      Kiyoharu Tagawa, Akihiro Imamura, Shoichi Harada
    • Journal Title

      Proc. of 15th IEEE International Symposium on Computational Intelligence and Informatics

      Volume: なし Pages: 409-414

    • DOI

      10.1109/cinti.2014.7028709

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Multi-noisy-objective optimization based on prediction of worst-case performance2014

    • Author(s)
      Kiyoharu Tagawa, Shoichi Harada
    • Journal Title

      Proc. of Theory and Practice of Natural Computing Conference, Lecture Notes in Computer Science

      Volume: 8890 Pages: 23-34

    • DOI

      10.1007/978-3-319-13749-0_3

    • ISBN
      9783319137483, 9783319137490
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Extended differential evolution algorithm for worst-case value minimization problems2014

    • Author(s)
      Kiyoharu Tagawa, Taiki Suenaga
    • Journal Title

      International Journal of Mathematical Models and Methods in Applied Sciences

      Volume: 8 Pages: 262-272

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] マルチコアCPUにおける並行型差分進化の技法2014

    • Author(s)
      田川聖治,武内博和
    • Journal Title

      進化計算学会論文誌

      Volume: 5-2 Pages: 16-31

    • NAID

      130004566787

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Concurrent Implementation Techniques Using Differential Evolution for Multi-Core CPUs: A Comparative Study Using Statistical Tests2014

    • Author(s)
      Kiyoharu Tagawa
    • Journal Title

      Evolution, Complexity and Artificial Life

      Volume: Non Pages: 261-280

    • Related Report
      2013 Research-status Report
  • [Journal Article] Two-Stage Optimum Design Method for Surface Acoustic Wave Duplexers Using Differential Evolution Algorithms2013

    • Author(s)
      Kiyoharu Tagawa
    • Journal Title

      International Journal of Systems Applications, Engineering & Development

      Volume: Issue 2, Volume 7 Pages: 103-111

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Island-based Differential Evolution with Panmictic Migration for Multi-core CPUs2013

    • Author(s)
      Kiyoharu Tagawa, Kenichi Nakajima
    • Journal Title

      Proc. of 2013 IEEE Congress on Evolutionary Computation

      Volume: Non Pages: 852-859

    • DOI

      10.1109/cec.2013.6557657

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Pessimistic Prediction-Based Evolutionary Algorithm for Uncertain Optimization Problems2013

    • Author(s)
      Kiyoharu Tagawa, Taiki Suenaga
    • Journal Title

      Proc. of the 4th European Conference of Computer Science (ECCS’13)

      Volume: Non Pages: 38-43

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Many-Hard-objective Optimization using Differential Evolution based on Two-stage Constraint-handling2013

    • Author(s)
      Kiyoharu Tagawa and Akihiro Imamura
    • Journal Title

      Proc. of Genetic and Evolutionary Computation Conference

      Volume: なし

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Exploration of SAW Duplexer Design Space by Modified Differential Evolution2012

    • Author(s)
      Kiyoharu Tagawa
    • Journal Title

      Proc. of the 14th WSEAS International Conference on Mathematical and Computational Methods in Science and Engineering

      Volume: なし Pages: 79-84

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Concurrent Differential Evolution based on Generational Model for Multi-core CPUs2012

    • Author(s)
      Kiyoharu Tagawa
    • Journal Title

      Proc. of 9th International Conference on Simulated Evolution and Learning

      Volume: なし Pages: 12-21

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 最悪ケースの多数目的最適化問題に対する差分進化の適用2015

    • Author(s)
      原田翔一,田川聖治
    • Organizer
      第102回数理モデル化と問題解決研究発表会
    • Place of Presentation
      島原文化会館(長崎県島原市)
    • Year and Date
      2015-03-03 – 2015-03-04
    • Related Report
      2014 Annual Research Report
  • [Presentation] 黄金分割探索を組み込んだ適応型差分進化2015

    • Author(s)
      武内博和,田川聖治
    • Organizer
      第102回数理モデル化と問題解決研究発表会
    • Place of Presentation
      島原文化会館(長崎県島原市)
    • Year and Date
      2015-03-03 – 2015-03-04
    • Related Report
      2014 Annual Research Report
  • [Presentation] 適応型差分進化によるSAWデュプレクサの多目的最適設計2014

    • Author(s)
      今村晃啓,原田翔一,田川聖治
    • Organizer
      平成26年度電気・情報関連学会中国支部連合大会
    • Place of Presentation
      福山大学(広島県福山市)
    • Year and Date
      2014-10-25
    • Related Report
      2014 Annual Research Report
  • [Presentation] 最悪ケースの予測に基づく多目的差分進化2014

    • Author(s)
      原田翔一,田川聖治
    • Organizer
      第7 回進化計算学会研究会
    • Place of Presentation
      近畿大学(大阪府東大阪市)
    • Year and Date
      2014-08-28 – 2014-08-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] 黄金分割探索を組み込んだ並行型差分進化2014

    • Author(s)
      武内博和,田川聖治
    • Organizer
      第7 回進化計算学会研究会
    • Place of Presentation
      近畿大学(大阪府東大阪市)
    • Year and Date
      2014-08-28 – 2014-08-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] 要求仕様を満たすSAWデュプレクサの電極構造設計2014

    • Author(s)
      田川聖治
    • Organizer
      平成26年度電気関係学会東北支部連合大会
    • Place of Presentation
      山形大学(山形県米沢市)
    • Year and Date
      2014-08-21 – 2014-08-22
    • Related Report
      2014 Annual Research Report
  • [Presentation] SAWデュプレクサの多数目的最適化に対する差分進化の適用2014

    • Author(s)
      今村晃啓,田川聖治
    • Organizer
      情報処理学会第97回数理モデル化と問題解決研究発表会
    • Place of Presentation
      タウンプラザしまね(島根県松江市)
    • Related Report
      2013 Research-status Report
  • [Presentation] 島モデルに基づく適応型差分進化の性能評価2014

    • Author(s)
      中島健一,田川聖治
    • Organizer
      情報処理学会第97回数理モデル化と問題解決研究発表会
    • Place of Presentation
      タウンプラザしまね(島根県松江市)
    • Related Report
      2013 Research-status Report
  • [Presentation] 不確実性を含む最適化問題に対する差分進化の適用2014

    • Author(s)
      末永大樹,田川 聖治
    • Organizer
      情報処理学会第97回数理モデル化と問題解決研究発表会
    • Place of Presentation
      タウンプラザしまね(島根県松江市)
    • Related Report
      2013 Research-status Report
  • [Presentation] 島モデルに基づく差分進化のマルチコアCPUによる実装2013

    • Author(s)
      田川聖治,中島健一
    • Organizer
      平成25年電気学会電子・情報・システム部門大会
    • Place of Presentation
      北見工業大学(北海道北見市)
    • Related Report
      2013 Research-status Report
  • [Presentation] 多数目的最適化問題に対する差分進化の適用2013

    • Author(s)
      今村晃啓,田川聖治
    • Organizer
      情報処理学会関西支部大会
    • Place of Presentation
      大阪大学中之島センター(大阪市北区)
    • Related Report
      2013 Research-status Report
  • [Presentation] 島モデルに基づく差分進化の性能評価2013

    • Author(s)
      中島健一,田川聖治
    • Organizer
      情報処理学会関西支部大会
    • Place of Presentation
      大阪大学中之島センター(大阪市北区)
    • Related Report
      2013 Research-status Report
  • [Presentation] ロバスト最適化問題に対する差分進化の適用2013

    • Author(s)
      末永大樹,田川 聖治
    • Organizer
      情報処理学会関西支部大会
    • Place of Presentation
      大阪大学中之島センター(大阪市北区)
    • Related Report
      2013 Research-status Report
  • [Presentation] A new Differential Evolution using Pairwise Exclusive Hypervolume for Many-objective Optimization2013

    • Author(s)
      Kiyoharu Tagawa
    • Organizer
      第92回情報処理学会数理モデル化と問題解決研究会
    • Place of Presentation
      佐賀県武雄市文化会館
    • Related Report
      2012 Research-status Report
  • [Presentation] Exclusive Hypervolumeの近似手法2012

    • Author(s)
      田川聖治
    • Organizer
      第88回情報処理学会数理モデル化と問題解決研究会
    • Place of Presentation
      名古屋大学
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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