Solution of ill-posed inverse problems using complex-valuednetwork inversion

• Project/Area Number: 21700260
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Single-year Grants
• Research Field: Sensitivity informatics/Soft computing
• Research Institution: Takushoku University
• Principal Investigator: OGAWA Takehiko 拓殖大学, 工学部, 准教授 (50297090)
• Project Period (FY): 2009 – 2012
• Project Status: Completed (Fiscal Year 2012)
• Budget Amount: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000); Fiscal Year 2012: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000); Fiscal Year 2011: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000); Fiscal Year 2010: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000); Fiscal Year 2009: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
• Keywords: 逆問題 / 複素数 / ニューラルネットワーク / 不良設定性 / 正則化法 / ネットワークインバージョン / 分散電源

Research Abstract

The complex-valued network inversion and the regularization method for solving ill-posed inverse problems has been studied and applied to the actual inverse problems. The solution of ill-posedness of the inverse problems was shown by the complex-valued ne

Research Products

• [Journal Article] 複素ネットワークインバージョンのための目標位相角による正則化法 (2013)
  • Author(s): 小川毅彦,高根覚
  • Journal Title: 計測自動制御学会論文集 Volume: 第49巻6号掲載決定
  • NAID: 10031182166
  • Peer Reviewed
• [Journal Article] 複素ネットワークインバージョンのための目標位相角による正則化法 (2013)
  • Author(s): 小川毅彦，高根覚
  • Journal Title: 計測自動制御学会論文集 Volume: 第49巻6号
  • NAID: 10031182166
  • Peer Reviewed
• [Journal Article] Quaternion Network Inversion for Solving Inverse Problems (2012)
  • Author(s): Tsubasa Iura and Takehiko Ogawa
  • Journal Title: Proceedingof the SICE Annual Conference Pages: 1802-1805
  • Peer Reviewed
• [Journal Article] Complex-Valued Neural Network for Group-Movement Control of Mobile Robots (2012)
  • Author(s): Kyouhei Kawashima and Takehiko Ogawa
  • Journal Title: Proceeding of the SICE Annual Conference Pages: 1806-1809
  • Peer Reviewed
• [Journal Article] Complex-Valued Network Inversion with Regularization for Ill-Posed Inverse Problems (2012)
  • Author(s): Takehiko Ogawa
  • Journal Title: Journal of Computer Technology and Application Volume: vol.3, No.6 Pages: 408-417
  • Peer Reviewed
• [Journal Article] Solution of Inverse Problem on Distributed Generation Using ComplexValued Network Inversion (2011)
  • Author(s): Takehiko Ogawa and Kyosuke Nakamura
  • Journal Title: Journal of Mechanics Engineering and Automation Volume: vol.1, No.6 Pages: 436-444
  • Peer Reviewed
• [Journal Article] Solution of Ill-Posed Inverse Problem of Distributed Generation Using Complex-Valued Network Inversion (2011)
  • Author(s): Takehiko Ogawa, Kyosuke Nakamura and Hajime Kanada
  • Journal Title: Proceeding of the IAENG International Conference on Artificial Intelligence and Applications Volume: vol.1 Pages: 159-162
  • Peer Reviewed
• [Journal Article] Solution of Inverse Problem on Distributed Generation Using Complex-Valued Network Inversion (2011)
  • Author(s): Takehiko Ogawa, Kyosuke Nakamura
  • Journal Title: Journal of Mechanics Engineering and Automation Volume: Vol.1, No.6 Pages: 436-444
  • Peer Reviewed
• [Journal Article] Solution of Ill-Posed Inverse Problem of Distributed Generation Using Complex-Valued Network Inversion (2011)
  • Author(s): Takehiko Ogawa, Kyosuke Nakamura, Hajime Kanada
  • Journal Title: Proceeding of the 2011 IAENG International Conference on Artificial Intelligence and Applications Volume: Vol.1 Pages: 159-162
  • Peer Reviewed
• [Journal Article] Solution for Ill-posed Inverse Kinematics of Robot Arm by Network Inversion (2010)
  • Author(s): Takehiko Ogawa and Hajime Kanada
  • Journal Title: Journal of Robotics Volume: 2010 Pages: 1-9
  • DOI: 10.1155/2010/870923
  • Peer Reviewed
• [Journal Article] Inverse Estimation of Distributed Generation by ComplexValued Network Inversion (2010)
  • Author(s): Takehiko Ogawa, Seisho Fukami and Hajime Kanada
  • Journal Title: Proceedingof the SICE Annual Conference Pages: 247-250
  • Peer Reviewed
• [Journal Article] Solution for Ill-posed Inverse Kinematics of Robot Arm by Network Inversion (2010)
  • Author(s): Takehiko Ogawa, Hajime Kanada
  • Journal Title: Journal of Robotics, Special issue "Cognitive and Neural Aspects in Robotics with Applications"
  • Peer Reviewed
• [Journal Article] Inverse Estimation of Distributed Generation by Complex-Valued Network Inversion (2010)
  • Author(s): Takehiko Ogawa, Seisho Fukami, Hajime Kanada
  • Journal Title: Proceeding of the SICE Annual Conference 2010 Pages: 247-250
  • Peer Reviewed
• [Journal Article] Complex-Valued Network Inversion for I11-Posed Inverse Problems (2009)
  • Author(s): Seisho Fukami, Takehiko Ogawa, Hajime Kanada
  • Journal Title: Proceeding of the 11th Symposium on Engineering, North China University of Technolo-Takushoku University 1 Pages: 8-12
• [Presentation] 複素ネットワークインバージョンによる不良設定逆運動学解法 (2013)
  • Author(s): 高根 覚,小川毅彦
  • Organizer: 電子情報通信学会総合大会
  • Place of Presentation: 岐阜大学
  • Year and Date: 2013-03-19
• [Presentation] 自己組織型エージェントによる教室内環境の学習 (2013)
  • Author(s): 山根明博,小川毅彦
  • Organizer: 電子情報通信学会総合大会
  • Place of Presentation: 岐阜大学
  • Year and Date: 2013-03-19
• [Presentation] 高次元ネットワークインバージョンによる逆問題解法 (2012)
  • Author(s): 井浦 翼,小川毅彦
  • Organizer: 第2回コンピューテーショナル・インテリジェンス研究会
  • Place of Presentation: 岡山大学
  • Year and Date: 2012-09-28
• [Presentation] 複素ネットワークインバージョンによる分散電源推定 (2012)
  • Author(s): 中村恭介,小川毅彦
  • Organizer: 電子情報通信学会総合大会
  • Place of Presentation: 岡山大学
  • Year and Date: 2012-03-20
• [Presentation] 移動ロボットの群行動生成のための複素ニューラルネット (2012)
  • Author(s): 川嶋恭平,小川毅彦
  • Organizer: 電子情報通信学会総合大会
  • Place of Presentation: 岡山大学
  • Year and Date: 2012-03-20
• [Presentation] 四元数ニューラルネットワークによる逆問題解法 (2012)
  • Author(s): 井浦 翼,小川毅彦
  • Organizer: 電子情報通信学会総合大会
  • Place of Presentation: 岡山大学
  • Year and Date: 2012-03-20
• [Presentation] 複素ネットワークインバージョンによる逆問題解法と正則化 (2011)
  • Author(s): 中村恭介,小川毅彦
  • Organizer: 第1回コンピューテーショナル・インテリジェンス研究会
  • Place of Presentation: 京都工芸繊維大学
  • Year and Date: 2011-09-30
• [Presentation] 複素ネットワークインバージョンによる逆問題解法と正則化 (2011)
  • Author(s): 中村恭介, 小川毅彦
  • Organizer: コンピューテーショナル・インテリジェンス研究会
  • Place of Presentation: 京都工芸繊維大学
  • Year and Date: 2011-09-30
• [Presentation] 複素ネットワークインバージョンによる分散電源推定と正則化 (2011)
  • Author(s): 中村恭介,小川毅彦
  • Organizer: 電子情報通信学会ソサイエティ大会
  • Place of Presentation: 北海道大学
  • Year and Date: 2011-09-13
• [Presentation] 複素ネットワークインバージョンによる分散電源推定 (2010)
  • Author(s): 中村恭介,小川毅彦,金田 一
  • Organizer: 第20回インテリジェントシステムシンポジウム
  • Place of Presentation: 首都大学東京
  • Year and Date: 2010-09-26
• [Presentation] 複素ネットワークインバージョンによる分散電源推定 (2010)
  • Author(s): 中村恭介, 小川毅彦, 金田一
  • Organizer: 第20回インテリジェント・システム・シンポジウム(FAN2010)
  • Place of Presentation: 首都大学東京
  • Year and Date: 2010-09-26
• [Presentation] ネットワークインバージョンによるロボットアームの不良設定逆運動学解法 (2010)
  • Author(s): 鬼原 健,小川毅彦,金田 一
  • Organizer: 電子情報通信学会総合大会
  • Place of Presentation: 東北大学
  • Year and Date: 2010-03-17
• [Presentation] Quaternion Network Inversion for Solving Inverse Problems
  • Author(s): Tsubasa Iura and Takehiko Ogawa
  • Organizer: SICE Annual Conference
  • Place of Presentation: 秋田大学
• [Presentation] Complex-Valued Neural Network for Group-Movement Control of Mobile Robots
  • Author(s): Kyouhei Kawashima and Takehiko Ogawa
  • Organizer: SICE Annual Conference
  • Place of Presentation: 秋田大学
• [Presentation] 高次元ネットワークインバージョンによる逆問題解法
  • Author(s): 井浦 翼，小川毅彦
  • Organizer: 第2回コンピューテーショナル・インテリジェンス研究会
  • Place of Presentation: 岡山大学
• [Presentation] 複素ネットワークインバージョンによる不良設定逆運動学解法
  • Author(s): 高根 覚，小川毅彦
  • Organizer: 電子情報通信学会総合大会
  • Place of Presentation: 岐阜大学
• [Presentation] 自己組織型エージェントによる教室内環境の学習
  • Author(s): 山根明博，小川毅彦
  • Organizer: 電子情報通信学会総合大会
  • Place of Presentation: 岐阜大学
• [Book] "Transformations of Image Filters for Machine Vision Using Complex-Valued Neural Networks", Human-Centric Machine Vision (2012)
  • Author(s): Takehiko Ogawa, F.Solari
  • Publisher: In-Tech
• [Book] "Estimation of Distributed Generation Using ComplexValued Network Inversion with Regularization", Intelligent Control and Innovative Computing(S. I. Ao, et. al. eds.) (2012)
  • Author(s): Takehiko Ogawa, Kyosuke Nakamura and Hajime Kanada
  • Publisher: Springer
• [Book] Human-Centric Machine Vision, Chapter 8: Transformations of Image Filters for Machine Vision Using Complex-Valued Neural Networks (2012)
  • Author(s): Takehiko Ogawa
  • Publisher: In-Tech
• [Book] Intelligent Control and Innovative Computing, Chapter 11 : Estimation of Distributed Generation Using Complex-Valued Network Inversion with Regularization (2011)
  • Author(s): Takehiko Ogawa, Seisho Fukami, Hajime Kanada
  • Publisher: Springer
• [Book] "Image Clustering and Evaluation on Impact Perforation Test by Self-Organizing Map", Self-Organizing Maps, (G. K. Matsopoulos ed.) (2010)
  • Author(s): Takehiko Ogawa
  • Publisher: In-Tech
• [Book] Self-Organizing Maps (Prof.G.K.Matsopoulos ed.), Chapter 13 : Image Clustering and Evaluation on Impact Perforation Test by Self-Organizing Map (2010)
  • Author(s): Takehika Ogawa
  • Publisher: In-Tech, Vienna, Austria
• [Book] Image Processing (Editor : Prof. Yung-Sheng Chen), Chapter 19 : Image Recognition on Impact Perforation Test by Neural Network (2010)
  • Author(s): Takehiko Ogawa
  • Total Pages: 516
  • Publisher: In-Tech, Vienna, Austria
• [Book] "Image Recognition on Impact Perforation Test by Neural Network", Image Processing, (Y.-S. Chen ed.) (2009)
  • Author(s): Takehiko Ogawa
  • Publisher: In-Tech