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Simultaneous Optimal Design of Multifunctional Acoustic Wave Device through Structural Analysis of Electrodes

Research Project

Project/Area Number 21560432
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
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) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2011: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2010: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2009: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Keywords生産システム工学 / 最適設計 / 弾性表面波デバイス / 最適化手法 / 進化計算 / 差分進化 / 並行プログラム / マルチコアCPU / 弾性波デバイス / 進化的計算
Research Abstract

Surface Acoustic Wave(SAW) devices have been used widely in Radio Frequency(RF) circuits of mobile communication equipments such as cellular phones. In this study, an optimal design technique of multifunctional SAW devices is developed for reducing the number of electronic parts used in RF circuits. The results of this study can be summarized by the following three points. 1) The structural design of a SAW filter is formulated as a three-objective optimization problem. Then a Multi-Objective Evolutionary Algorithm(MOEA) based on the latest EA, i. e., Differential Evolution(DE), is applied to the optimization problem. In order to analyze the relationship between the structure of electrodes and the device function, a set of solutions obtained by MOEA is evaluated statistically by using the principal component analysis. 2) A new MOEA is proposed for solving the multi-objective optimization problems which have more than four objectives. A fast approximation algorithm for the exclusive hypervolume is used by the new MOEA as the criterion of solutions. 3) In order to utilize multi-core CPUs for the design of multifunctional SAW devices, a concurrent program of DE is developed.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (68 results)

All 2012 2011 2010 2009

All Journal Article (42 results) (of which Peer Reviewed: 40 results) Presentation (24 results) Book (2 results)

  • [Journal Article] A statistical study of concurrent differential evolution on multi-core CPU2012

    • Author(s)
      田川聖治
    • Journal Title

      Proc.of Italian Workshop on Artificial Life and Evolutionary Computation

      Pages: 1-12

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Concurrent differential evolution for uncertain optimization problems2011

    • Author(s)
      田川聖治, 石水隆
    • Journal Title

      Proc. of International Conference on Advanced Engineering Computing and Applications in Sciences

      Pages: 48-53

    • NAID

      40019134242

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Experimental study of a structured differential evolution with mixed strategies2011

    • Author(s)
      石水隆, 田川聖治
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Volume: 15巻2号 Pages: 1310-1319

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Alternative implementation techniques of parallelized differential evolution for multi-core processors2011

    • Author(s)
      田川聖治, 石水隆
    • Journal Title

      Proc. of International Conference on Uncertainty and Knowledge Engineering

      Pages: 1-4

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Indicator-based differential evolution using exclusive hypervolume approximation and parallelization for multi-core processors2011

    • Author(s)
      田川聖治, 清水英仁, 中村弘幸
    • Journal Title

      Proc. of Genetic and Evolutionary Computation Conference

      Pages: 657-664

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Indicator-based differential evolution using exclusive hypervolume approximation and parallelization for multi-core processors2011

    • Author(s)
      田川聖治
    • Journal Title

      Proc.of Genetic and Evolutionary Computation Conference

      Pages: 657-664

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Alternative implementation techniques of parallelized differential evolution for multi-core processors2011

    • Author(s)
      田川聖治
    • Journal Title

      Proc.of International Conference on Uncertainty and Knowledge Engineering

      Pages: 1-4

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Experimental study of a structured differential evolution with mixed strategy2011

    • Author(s)
      石水隆
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Volume: 15巻2号 Pages: 1310-1319

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Concurrent differential evolution for uncertain optimization problems2011

    • Author(s)
      田川聖治
    • Journal Title

      Proc.of Int.Conference on Advanced Engineering Computing and Applications in Sciences

      Pages: 48-53

    • NAID

      40019134242

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A statistical study of concurrent differential evolution on multi-core CPU2010

    • Author(s)
      田川聖治
    • Journal Title

      Proc. of Italian Workshop on Artificial Life and Evolutionary Computation

      Pages: 1-12

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] A structured differential evolutions for various network topologies2010

    • Author(s)
      石水隆, 田川聖治
    • Journal Title

      International Journal of Computers and Communications

      Volume: 1巻4号 Pages: 1-8

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Optimum design of balanced SAW filters using multi-objective differential evolution, Simulated Evolution and Learning2010

    • Author(s)
      田川聖治, 佐々木幸紀, 中村弘幸
    • Journal Title

      Lecture Note in Computer Science Springer

      Volume: 6457号 Pages: 466-457

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 時間オートマトンによるフェースディスプレイの上位設計と形式的検証2010

    • Author(s)
      田川聖治, 高橋佑輔, 加藤暢
    • Journal Title

      情報処理学会論文誌・数理モデル化と応用

      Volume: 3巻3号 Pages: 44-53

    • NAID

      110007989983

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Differential EvolutionによるSAWフィルタの多目的最適設計,電気学会論文誌C2010

    • Author(s)
      田川聖治, 佐々木幸紀, 中村弘幸
    • Journal Title

      電子・情報・システム部門誌

      Volume: 130巻7号 Pages: 1238-1246

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 距離に基づく生存選択を用いたDifferential Evolutionの構成法,電気学会論文誌C2010

    • Author(s)
      田川聖治
    • Journal Title

      電子・情報・システム部門誌

      Volume: 130巻5号 Pages: 782-789

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Concurrent differential evolution based on MapReduce2010

    • Author(s)
      田川聖治, 石水隆
    • Journal Title

      International Journal of Computers

      Volume: 4巻4号 Pages: 161-168

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Experiment study of structured differential evolution with mixed strategies2010

    • Author(s)
      石水隆, 田川聖治
    • Journal Title

      Proc. of the World Congress on Nature and Biological Inspired Computing

      Pages: 598-603

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] A comparative study of structured differential evolution2010

    • Author(s)
      石水隆, 田川聖治
    • Journal Title

      Proc. of WSEAS International Conference on Applied Computation Science

      Pages: 321-326

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] A comparative study of distance dependent survival selections for sequential DE2010

    • Author(s)
      田川聖治, 石水隆
    • Journal Title

      Proc. of IEEE International Conference on System, Man, and Cybernetics

      Pages: 3493-3500

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Concurrent implementation of differential evolution2010

    • Author(s)
      田川聖治, 石水隆
    • Journal Title

      Proc. of WSEAS International Conference on New Aspects of Systems Theory and Scientific Computation

      Pages: 65-70

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Comparative study of extended sequential differential evolution2010

    • Author(s)
      田川聖治, 高田浩成
    • Journal Title

      Proc. of the 19th WSEAS International Conference on Applications of Computer Engineering

      Pages: 52-57

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 距離に基づく生存選択を用いたDifferential Evolutionの構成法2010

    • Author(s)
      田川聖治
    • Journal Title

      電気学会論文誌C,電子・情報・システム部門誌

      Volume: 130-5 Pages: 782-789

    • NAID

      10026229002

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Differential EvolutionによるSAWフィルタの多目的最適設計2010

    • Author(s)
      田川聖治
    • Journal Title

      電気学会論文誌C,電子・情報・システム部門誌

      Volume: 130-7 Pages: 1238-1246

    • NAID

      10026865697

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 時間オートマトンによるフェースディスプレイの上位設計と形式的検証2010

    • Author(s)
      田川聖治
    • Journal Title

      情報処理学会論文誌,数理モデル化と応用

      Volume: 3-3 Pages: 44-53

    • NAID

      110007989983

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Concurrent differential evolution based on MapReduce2010

    • Author(s)
      田川聖治
    • Journal Title

      International Journal of Computers

      Volume: 4-4 Pages: 161-168

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimum design of balanced SAW filters using multi-objective differential evolution2010

    • Author(s)
      田川聖治
    • Journal Title

      Simulated Evolution and Learning, Lecture Note in Computer Science

      Volume: 6457 Pages: 466-475

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Concurrent implementation of differential evolution2010

    • Author(s)
      田川聖治
    • Journal Title

      Proc.of WSEAS Int.Conference on New Aspects of Systems Theory and Scientific Computation

      Pages: 65-70

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A comparative study of distance dependent survival selections for sequential DE2010

    • Author(s)
      田川聖治
    • Journal Title

      Proc.of IEEE Int.Conference on System, Man, and Cybernetics

      Pages: 3493-3500

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A structured differential evolutions for various network topologies2010

    • Author(s)
      石水隆
    • Journal Title

      International Journal of Computers and Communications

      Volume: 1-4 Pages: 1-8

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A comparative study of structured differential evolution2010

    • Author(s)
      石水隆
    • Journal Title

      Proc.of WSEAS Int.Conference on Applied Computation Science

      Pages: 321-326

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Experiment study of structured differential evolution with mixed strategies2010

    • Author(s)
      石水隆
    • Journal Title

      Proc.of the World Congress on Nature and Biological Inspired Computing

      Pages: 598-603

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Comparative study of extended sequential differential evolution2010

    • Author(s)
      田川聖治
    • Journal Title

      Proceedings of the 19th WSEAS Int.Conference on Applications of Computer Engineering

      Pages: 52-57

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article]2010

    • Author(s)
      川上浩司(編)
    • Journal Title

      進化技術ハンドブック 第I巻 基礎編(近代科学社)

      Pages: 160-162

    • Related Report
      2009 Annual Research Report
  • [Journal Article] 連続世代モデルに基づく微分進化法の分散分析による比較研究2009

    • Author(s)
      田川聖治
    • Journal Title

      情報処理学会論文誌・数理モデル化と応用

      Volume: 2巻3号 Pages: 1-13

    • NAID

      110006975917

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Multi-objective design of balanced SAW filters using generalized differential evolution2009

    • Author(s)
      田川聖治
    • Journal Title

      WSEAS Transactions on Systems

      Volume: 8巻8号 Pages: 923-932

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Optimum design of balanced SAW filters using evolutionary multi-objective optimization2009

    • Author(s)
      田川聖治
    • Journal Title

      Proc. of the 19th WSEAS International Conference on Applied Informatics and Communication

      Pages: 88-93

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] A statistical study of the differential evolution based on continuous generation model2009

    • Author(s)
      田川聖治
    • Journal Title

      Proc. of IEEE Congress on Evolutionary Computation

      Pages: 2614-2621

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] A statistical study of the differential evolution based on continuous generation model2009

    • Author(s)
      田川聖治
    • Journal Title

      Proceedings of 2009 IEEE Congress on Evolutionary Computation

      Pages: 2614-2621

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimum design of balanced SAW filters using evolutionary multi-objective optimization2009

    • Author(s)
      田川聖治
    • Journal Title

      Proceedings of the 19th WSEAS Int.Conference on Applied Informatics and Communication

      Pages: 88-93

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multi-objective design of balanced SAW filters using generalized differential evolution2009

    • Author(s)
      田川聖治
    • Journal Title

      WSEAS Transactions on Systems 8-8

      Pages: 923-932

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 連続世代モデルに基づく微分進化法の分散分析による比較研究2009

    • Author(s)
      田川聖治
    • Journal Title

      情報処理学会論文誌 数理モデル化と応用 2-3

      Pages: 1-13

    • NAID

      110006975917

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article]2009

    • Author(s)
      W.P.dos Santos(編)
    • Journal Title

      Evolutionary Computation(IN-TECH publisher)

      Pages: 341-358

    • Related Report
      2009 Annual Research Report
  • [Presentation] ロバスト最適化問題に対するDifferential Evolutionの適用2012

    • Author(s)
      田川聖治
    • Organizer
      進化計算シンポジウム2011
    • Place of Presentation
      モンタナリゾート岩沼
    • Year and Date
      2012-12-17
    • Related Report
      2011 Final Research Report
  • [Presentation] マルチコアCPUにおける差分進化の精度評価2012

    • Author(s)
      田川聖治
    • Organizer
      電気学会全国大会
    • Place of Presentation
      広島工業大学
    • Year and Date
      2012-03-23
    • Related Report
      2011 Final Research Report
  • [Presentation] マルチコアCPUにおける差分進化の精度評価2012

    • Author(s)
      田川聖治
    • Organizer
      電気学会全国大会
    • Place of Presentation
      広島工業大学(広島県)
    • Year and Date
      2012-03-23
    • Related Report
      2011 Annual Research Report
  • [Presentation] マルチコアCPUを活かす並行型差分進化2012

    • Author(s)
      田川聖治
    • Organizer
      第39回知能システムシンポジウム
    • Place of Presentation
      千葉大学
    • Year and Date
      2012-03-16
    • Related Report
      2011 Final Research Report
  • [Presentation] マルチコアCPUを活かす並行型差分進化2012

    • Author(s)
      田川聖治
    • Organizer
      計測自動制御学会・第39回知能システムシンポジウム
    • Place of Presentation
      千葉大学(千葉県)
    • Year and Date
      2012-03-16
    • Related Report
      2011 Annual Research Report
  • [Presentation] マルチコアCPUにおける並行型差分進化のノンパラメトリック検定を用いた比較研究2012

    • Author(s)
      田川聖治
    • Organizer
      情報処理学会・第87回数理モデル化と問題解決研究会
    • Place of Presentation
      指宿市民会館
    • Year and Date
      2012-03-02
    • Related Report
      2011 Final Research Report
  • [Presentation] マルチコアCPUにおける並行型差分進化のノンパラメトリック検定を用いた比較研究2012

    • Author(s)
      田川聖治
    • Organizer
      情報処理学会・第87回数理モデル化と問題解決研究会
    • Place of Presentation
      指宿市民会館(鹿児島県)
    • Year and Date
      2012-03-02
    • Related Report
      2011 Annual Research Report
  • [Presentation] ロバスト最適化問題に対するDifferential Evolutionの適用2011

    • Author(s)
      田川聖治
    • Organizer
      進化計算学会・進化計算シンポジウム2011
    • Place of Presentation
      モンタナリゾート(宮城県)
    • Year and Date
      2011-12-17
    • Related Report
      2011 Annual Research Report
  • [Presentation] Concurrent Differential Evolutionの不確実性下の最適化問題に対する適用2011

    • Author(s)
      田川聖治
    • Organizer
      電気学会・システム研究会
    • Place of Presentation
      山口大学
    • Year and Date
      2011-12-03
    • Related Report
      2011 Final Research Report
  • [Presentation] Concurrent Differential Evolutionの不確実性下の最適化問題に対する適用2011

    • Author(s)
      田川聖治
    • Organizer
      電気学会・システム研究会
    • Place of Presentation
      山口大学(山口県)
    • Year and Date
      2011-12-03
    • Related Report
      2011 Annual Research Report
  • [Presentation] マルチコアCPUにおける差分進化の実装と評価2011

    • Author(s)
      田川聖治
    • Organizer
      電気学会・電子・情報・システム部門大会
    • Place of Presentation
      富山大学
    • Year and Date
      2011-09-08
    • Related Report
      2011 Final Research Report
  • [Presentation] マルチコアCPUにおける差分進化の実装と評価2011

    • Author(s)
      田川聖治
    • Organizer
      電気学会・電子・情報・システム部門大会
    • Place of Presentation
      富山大学(富山県)
    • Year and Date
      2011-09-08
    • Related Report
      2011 Annual Research Report
  • [Presentation] 並列差分進化計算の比較研究2011

    • Author(s)
      石水隆, 田川聖治
    • Organizer
      情報処理学会・第82回数理モデル化と問題解決研究会
    • Place of Presentation
      青島パームビーチホテル
    • Year and Date
      2011-03-08
    • Related Report
      2011 Final Research Report
  • [Presentation] 並列差分進化計算の比較研究2011

    • Author(s)
      石水隆
    • Organizer
      情報処理学会 数理モデル化と問題解決研究会
    • Place of Presentation
      青島パームビーチホテル
    • Year and Date
      2011-03-08
    • Related Report
      2010 Annual Research Report
  • [Presentation] Indicator-Based Differential Evolution(IBDE)のマルチコア・プロセッサにおける並列化2010

    • Author(s)
      田川聖治, 清水英仁, 中村弘幸
    • Organizer
      進化計算シンポジウム2010
    • Place of Presentation
      レイクサイドホテル久山
    • Year and Date
      2010-12-19
    • Related Report
      2011 Final Research Report
  • [Presentation] Indicator-Based Differential Evolution (IBDE) のマルチコア・プロセッサにおける並列化2010

    • Author(s)
      田川聖治
    • Organizer
      進化計算学会 進化計算シンポジウム
    • Place of Presentation
      レイクサイドホテル久山
    • Year and Date
      2010-12-19
    • Related Report
      2010 Annual Research Report
  • [Presentation] マルチコア・プロセッサにおけるDifferential Evolutionの実装2010

    • Author(s)
      田川聖治, 石水隆
    • Organizer
      計測自動制御学会・中部支部シンポジウム
    • Place of Presentation
      信州大学
    • Year and Date
      2010-10-29
    • Related Report
      2011 Final Research Report
  • [Presentation] マルチコア・プロセッサにおけるDifferential Evolutionの実装2010

    • Author(s)
      田川聖治
    • Organizer
      計測自動制御学会 中部支部シンポジウム
    • Place of Presentation
      信州大学繊維学部
    • Year and Date
      2010-10-29
    • Related Report
      2010 Annual Research Report
  • [Presentation] Transversal Differential Evolutionにおける制御パラメータの実験に基づく検討2010

    • Author(s)
      田川聖治
    • Organizer
      電気学会・電子・情報・システム部門大会
    • Place of Presentation
      熊本大学
    • Year and Date
      2010-09-03
    • Related Report
      2011 Final Research Report
  • [Presentation] Transversal Differential Evolutionにおける制御パラメータの実験に基づく検討2010

    • Author(s)
      田川聖治
    • Organizer
      電気学会電子・情報・システム部門大会
    • Place of Presentation
      熊本大学工学部
    • Year and Date
      2010-09-03
    • Related Report
      2010 Annual Research Report
  • [Presentation] 制約条件付き多目的最適化問題に対するIBDEの提案2009

    • Author(s)
      田川聖治
    • Organizer
      進化計算シンポジウム2009
    • Place of Presentation
      那覇レクセンター
    • Year and Date
      2009-12-20
    • Related Report
      2011 Final Research Report 2009 Annual Research Report
  • [Presentation] A differential evolution using distance dependent survival selections2009

    • Author(s)
      田川聖治
    • Organizer
      第19回インテリジェント・システム・シンポジウム
    • Place of Presentation
      会津大学
    • Year and Date
      2009-09-17
    • Related Report
      2011 Final Research Report 2009 Annual Research Report
  • [Presentation] Differential EvolutionによるSAWフィルタの多目的最適設計2009

    • Author(s)
      田川聖治, 佐々木幸紀, 中村弘幸
    • Organizer
      電気学会・電子・情報・システム部門大会
    • Place of Presentation
      徳島大学
    • Year and Date
      2009-09-04
    • Related Report
      2011 Final Research Report
  • [Presentation] Differential Evolution によるSAWフィルタの多目的最適設計2009

    • Author(s)
      田川聖治
    • Organizer
      平成21年 電気学会 電子・情報・システム部門大会
    • Place of Presentation
      徳島大学
    • Year and Date
      2009-09-04
    • Related Report
      2009 Annual Research Report
  • [Book] 差分進化,進化技術ハンドブック第I巻・基礎編2010

    • Author(s)
      田川聖治, 川上浩司
    • Publisher
      近代科学社
    • Related Report
      2011 Final Research Report
  • [Book] Optimum design of balanced surface acoustic wave filters using evolutionary computation, Evolutionary Computation2009

    • Author(s)
      田川聖治
    • Publisher
      IN-TECH publisher
    • Related Report
      2011 Final Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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