NAKAYAMA Hirotaka 中山弘隆

Researcher Number	20068141
Other IDs
External Links
Affiliation (based on the past Project Information) *help	2008 – 2012: Konan University, 知能情報学部, 教授 2001 – 2007: 甲南大学, 理工学部, 教授 1992 – 2000: 甲南大学, 理学部, 教授
Review Section/Research Field	Principal Investigator 社会システム工学 / Social systems engineering/Safety system / 社会システム工学
Keywords	Principal Investigator MULTI-OBJECTIVE PROGRAMMING / 機械学習 / 多目的決定 / 逐次近似最適化 / サポートベクターマシン / 計算知能 / 多目的最適化 / RBFネットワーク / 能動学習 / 能動忘却 … More / 追加学習 / コミッティマシン / AHP / サポートベクター回帰 / computational intelligence / black box objective functions / seismic reinforcement / cable stayed bridges / metamodelling / sequential approximate optimization / support vector regression / support vector machines / 遺伝アルゴリズム / 斜張橋耐震補強 / 近似最適化 / 応答曲面法 / ブラックボックス目的関数最適化 / ブラックボックス目的関数 / 耐震補強 / 斜張橋 / メタモデリング / DATA ENVELOPMENT ANALYSIS / SUPPORT VECTOR MACHINE / CREDIT RISK / DEA / 企業リスク / Digital signal processing / Statistical modeling / Grassland ecology / Environmental biology / Animal production systems / Multi-objective decision making / Agricultural resource management / ディジタル信号処理 / 統計的モデリング / 草地生態学 / 環境生物学 / 畜産システム / 農業資源管理 / FINANCIAL ENGINEERING / PORTFOLIO / MACHINE LEARNING / ポートフォリオ / 忘却 / 金融投資問題 / ポテンシャル法 / ラフ集合 / ポートフォリオ最適化 / SATISFICING / CONSTRUCTION ACCURACY CONTROL OF CABLE-STAYED BRIDGE / TRADE-OFF ANALYSIS / 満足化 / 斜張橋架設精度管理 / トレードオフ分析 / 多目的計画法 / risk factors / diabetic microangiopathy / diabetic macroangiopathy / diagnosis support system / multi-objective programming / committee machine / neural networks / pattern classification / 統計解析 / 細小血管障害 / 大血管障害 / 糖尿病 / 線形計画法 / 危険因子 / 糖尿病細小血管障害 / 糖尿病大血管障害 / 診断支援システム / ニューラルネットワーク / パターン分類 / GROUP DECISION / SOCIAL CHOICE / COMMITTEE MACHINE / SATISFICING TRADE-OFF METHOD / MULTI-OBJECTIVE DECISION ANALYSIS / GROUP WARE / 合意形成 / 集団意思決定 / 満足化トレードオア法 / 集団決定規則 / 満足化トレードオフ法 / 多目的意思決定 / グループウェア / 工学設計 / 遂次近似最適化 / メタモデル / パレート最適 / ロバスト最適化 / 希求水準法 / モデル予測制御 Less

Sequential Approximate Multiobjective Robust Optimization using ComputationalIntelligence and its Applications to Engineering ProblemsPrincipal Investigator
- Principal Investigator
  
  NAKAYAMA Hirotaka
- Project Period (FY)
  2010 – 2012
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Social systems engineering/Safety system
- Research Institution
  Konan University
Multiobjective Model Predictive Control Using Computational Intelligence and its Applications to Plant Operation ProblemsPrincipal Investigator
- Principal Investigator
  
  NAKAYAMA Hirotaka
- Project Period (FY)
  2007 – 2009
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Social systems engineering/Safety system
- Research Institution
  Konan University
Optimizing black-box objective functions using computational intelligence and its application to seismic reinforcement of cable stayed bridgesPrincipal Investigator
- Principal Investigator
  
  NAKAYAMA Hirotaka
- Project Period (FY)
  2004 – 2006
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Social systems engineering/Safety system
- Research Institution
  Konan University
EVALUATION AND MANAGEMENT OF CREDIT RISK USING COMPUTATIONAL INTELLIGENCE AND MULTI-OBJECTIVE DECISION MAKINGPrincipal Investigator
- Principal Investigator
  
  NAKAYAMA Hirotaka
- Project Period (FY)
  2001 – 2003
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  社会システム工学
- Research Institution
  KONAN UNIVERSITY
PORTFOLIO OPTIMIZATION USING MULTI-CRITERIA DECISION ANALYSIS AND MACHINE LEARNINGPrincipal Investigator
- Principal Investigator
  
  NAKAYAMA Hirotaka
- Project Period (FY)
  1998 – 2000
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  社会システム工学
- Research Institution
  KONAN UNIVERSITY
An International Joint Research on Agricultural Resource ManagementPrincipal Investigator
- Principal Investigator
  
  NAKAYAMA Hirotaka
- Project Period (FY)
  1998
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  社会システム工学
- Research Institution
  Konan University
AN APPLICATION OF A MULTI-OBJECTIVE OPTIMAL SATISFICING TECHNIQUE TO CONSTRUCTION ACCURACY CONTROL OF CABLE-STAYED BRIDGEPrincipal Investigator
- Principal Investigator
  
  NAKAYAMA Hirotaka
- Project Period (FY)
  1996 – 1997
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  社会システム工学
- Research Institution
  KONAN UNIVERSITY
LEARNING FOR PATTERN CLASSIFICATION USING MULTI-OBJECTIVE PROGRAMMING AND ITS APPLICATON TO DIAGNOSIS SUPPORT SYSTEM OF DIABETIC ANGIOATHYPrincipal Investigator
- Principal Investigator
  
  NAKAYAMA Hirotaka
- Project Period (FY)
  1994 – 1995
- Research Category
  
  Grant-in-Aid for General Scientific Research (C)
- Research Field
  
  社会システム工学
- Research Institution
  KONAN UNIVERSITY
DEVELOPMENT OF GROUP WARE BY MULTI-OBJECTIVE DECISION ANALYSISPrincipal Investigator
- Principal Investigator
  
  NAKAYAMA Hirotaka
- Project Period (FY)
  1992 – 1993
- Research Category
  
  Grant-in-Aid for General Scientific Research (C)
- Research Field
  
  社会システム工学
- Research Institution
  KONAN UNIVERSITY

All 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 Other

All Journal Article Presentation Book

[Book] Yeboon Yun andMasakazu Shirakawa, Computational Intelligence in Expensive Optimization Problems ed. by Yoel Tenne andChi-keong Goh, Chapter10: Multiobjective Model Predictive Control Using Computational Intelligence2010
- Author(s)
  Hirotaka Nakayama
- Publisher
  Springer
- Data Source
  KAKENHI-PROJECT-22510164
[Book] Sequential Approximate Multiobjective Optimization using Computational Intelligence2009
- Author(s)
  Hirotaka Nakayama
- Total Pages
  197
- Publisher
  Springer
- Data Source
  KAKENHI-PROJECT-19510163
[Book] Sequential Approximate Multiobjective Optimization using Computational Intelligence2009
- Author(s)
  Hirotaka Nakayama, YeboonYun,and Min Yoon
- Total Pages
  197
- Publisher
  Springer
- Data Source
  KAKENHI-PROJECT-19510163
[Book] Multiobjective Optimization-Interactive and Evolutionary Approaches-, Chapter 10: Meta-Modeling in Multiobjective Optimization2008
- Author(s)
  Theodor Stewart, Oliver Bandte, Heinrich Braun, Nirupam Chakraborti, Matthias Ehrgott, Matthias Gobelt, Yaochu Jin, Hirotaka Nakayama, Silvia Poles, Danilo Di Stefano
- Publisher
  Springer
- Data Source
  KAKENHI-PROJECT-19510163
[Book] Multiobjective Optimization-Interactive and Evolutionary Approaches-, Chapter 10: Meta-Modeling in Multiobjective Optimization2008
- Author(s)
  Joshua Knowles, Hirotaka Nakayama
- Publisher
  Springer
- Data Source
  KAKENHI-PROJECT-19510163
[Book]2007
- Author(s)
  中山弘隆、岡部達哉、荒川雅生、尹禮分
- Total Pages
  290
- Publisher
  現代図書
- Data Source
  KAKENHI-PROJECT-19510163
[Book] 多目的最適化と工学設計-しなやかシステム工学アプローチー2007
- Author(s)
  中山弘隆、岡部達哉、荒川雅生、尹禮分
- Total Pages
  290
- Publisher
  現代図書
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] Generalized data envelopment analysisand computational intelligence in multiple criteria decision making,Multicriteria Decision Aid andArtificial Intelligence: Links, Theory, and Applications, M. Doumpos and E.Grigoroudis (eds.)2013
- Author(s)
  Yeboon Yun and Hirotaka Nakayama
- Journal Title
  
  John Wiley
  
  Pages: 209-233
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22510164
[Journal Article] Yeboon Yun and Yuki Uno, Parameter tuning of large scale support vector machines using ensemble learning with applications to Imbalanced data sets2012
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  Proceedings of2012 IEEE International Conference onSystems,Man,Cybernetics", CD-ROM
  
  Pages: 2815-2820
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22510164
[Journal Article] Parameter tuning of large scale support vector machines using ensemble learning with applications to imbalanced data sets2012
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  Proceedings of 2012 IEEE International Conference on Systems，Man，Cybernetics
  
  Volume: - Pages: 2815-2820
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22510164
[Journal Article] 計算知能の逐次近似最適化への応用2012
- Author(s)
  中山弘隆,尹禮分
- Journal Title
  
  オペレーションズ・リサーチ
  
  Volume: Vol.57 Pages: 270-275
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22510164
[Journal Article] 計算知能の逐次近似多目的最適化への応用2012
- Author(s)
  中山弘隆
- Journal Title
  
  オペレーションズ・リサーチ誌
  
  Volume: 57 Pages: 270-275
- NAID
  110009437445
- Data Source
  KAKENHI-PROJECT-22510164
[Journal Article] 期待改善量と一般化包絡分析法を用いたパレート解の生成法2012
- Author(s)
  尹禮分,中山弘隆
- Journal Title
  
  システム制御情報学会論文誌
  
  Volume: Vol.25 Pages: 189-195
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22510164
[Journal Article] Evolutionary multi-objective optimization using expected improvement and generalized DEA2011
- Author(s)
  Yeboon Yun, Hirotaka Nakayama, Min Yoon
- Journal Title
  
  Proceedings of 2011 IEEE International Conference on Systems, Man, Cybernetics
  
  Pages: 663-668
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22510164
[Journal Article] システム設計における多目的性2011
- Author(s)
  中山弘隆
- Journal Title
  
  システム/制御/情報
  
  Volume: Vol.55 Pages: 353-358
- Data Source
  KAKENHI-PROJECT-22510164
[Journal Article] Parameter Tuning in Support Vector Regression for Large Scale Problems2011
- Author(s)
  Yuki Uno, Hirotaka Nakayama
- Journal Title
  
  International Symposium in Science and Technology at Kansai University 2011
  
  Pages: 99-102
- Data Source
  KAKENHI-PROJECT-22510164
[Journal Article] Yeboon Yun and Yuki Uno, Combining predetermined models and SVM/RBFN for regression problems2010
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  The 6th China-Japan-Korea JointSymposium on Optimization ofStructural and Mechanical Systems" Paper
  
  Volume: No.J-64 Pages: 8-8
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22510164
[Journal Article] Yeboon Yun and Masakazu Shirakawa, Multiobjective Model Predictive Control, MultipleCriteria Decision Making forSustainable Energy andTransportation Systems2010
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  ed. by M. Ehrgott, B. Naujoks, T.J. Stewart and J. Wallenius, Springer
  
  Pages: 277-288
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22510164
[Journal Article] Sequential approximate multiobjective optimization using computationalIntelligence2010
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  Operations Researchand its Applications, Xiang-Sun Zhang, De-Gang Liu, Ling-Yun Wu and Yong Wang (eds.)
  
  Pages: 1-12
- Data Source
  KAKENHI-PROJECT-22510164
[Journal Article] Multiobjective Model Predictive Control2010
- Author(s)
  Hirotaka Nakayama, Yeboon Yun, Masakazu Shirakawa
- Journal Title
  
  Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, ed(M. Ehrgott, B. Naujoks, T.J. Stewart)(Springer)
  
  Pages: 277-288
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] Modified Support Vector Regression in Outlier Detection2010
- Author(s)
  J.Nishiguchi, C.Kaseda, H.Nakayama, M.Arakawa, Y.B.Yun
- Journal Title
  
  Proceedings of IEEE World Congress on Computational Intelligence
  
  Pages: 2750-2754
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22510164
[Journal Article] 一般化包絡分析法を用いた多目的PSO法2010
- Author(s)
  尹禮分, 中山弘隆
- Journal Title
  
  システム制御情報学会論文誌
  
  Volume: 23 Pages: 215-222
- NAID
  10027615330
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22510164
[Journal Article] Sequential Approximate Multiobjective Optimization using Computational Intelligence2010
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  Operations Research and its Applications, ed.by Xiang-Sun Zhang, De-Gang Liu, Ling-Yun Wu and Yong Wang
  
  Pages: 1-12
- Data Source
  KAKENHI-PROJECT-22510164
[Journal Article] プラント配置設計の多目的最適化(第1報、遺伝的アルゴリズムによる構内配置問題の最適設計)2010
- Author(s)
  白川昌和, 荒川雅生, 中山弘隆
- Journal Title
  
  日本機会学会論文集(C編)
  
  Volume: 76 Pages: 342-351
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22510164
[Journal Article] Multiobjective Model Predictive Control2009
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, ed.by M.Ehrgott, B.Naujoks, T.J.Stewart and J.Wallenius, Springer
  
  Pages: 277-288
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] Multi-objective optimization based on meta-modeling by using support vector regression2009
- Author(s)
  YeboonYun, Min Yoon, Hirotaka Nakayama
- Journal Title
  
  Optimization and Engineering Vol.10
  
  Pages: 167-181
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] Practical Approach to Outlier Detection using Support Vector Regression2009
- Author(s)
  Junya Nishiguchi, Chosei Kaseda, Hirotaka Nakayama, Masao Arakawa, Yeboon Yun
- Journal Title
  
  Advances in Neuro-Information Processing(Springer)
  
  Pages: 995-1001
- NAID
  130006982041
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] Real World Applications of Multiobjective optimization2008
- Author(s)
  T. Stewart, O. Bandte, H. Braun, N. Chakraborti, M. Ehrgott, M. Gobelt, Y. Jin, H. Nakayama, S. Poles, D. D. Stefano
- Journal Title
  
  Multiobjective Optimization-Interactive and Evolutionary Approaches-, ed. by J. Branke, K. Deb, K. Miettinen and R. Slowinski, Springer
  
  Pages: 285-328
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] Multi-objective Model Predictive Optimization using Computational Intelligence2008
- Author(s)
  Hirotaka Nakayama, Yeboon Yun
- Journal Title
  
  IFIP World Computer Congress : Artificial Intelligence in Theory and Practice, Springer
  
  Pages: 319-328
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] Basic Principle of Learning by RBFN and Practical Applications to Establishment of Rainfall Critical Line for Warning and Evacuation2008
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  Proc. of Symposium on Watershed Geology and Disasters in Slope Environment
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] Multi-objective Model Predictive Optimization using Computational Intelligence2008
- Author(s)
  Hirotaka Nakayama, Yeboon Yun
- Journal Title
  
  IFIP World Computer Congress: Artificial Intelligence in Theory and Practice(Springer)
  
  Pages: 319-328
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] Meta-Modeling in Multiobjective Optimization2008
- Author(s)
  Joshua Knowles, Hirotaka Nakayama
- Journal Title
  
  Multiobjective Optimization-Interactive and Evolutionary Approaches-, ed. by J. Branke, K. Deb, K. Miettinen and R. Slowinski, Springer
  
  Pages: 245-284
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] 計算知能を用いた逐次近似多目的最適化手法2007
- Author(s)
  尹禮分, 中山弘隆, 尹敏
- Journal Title
  
  計測自動制御学会論文集 43
  
  Pages: 672-678
- NAID
  10019523639
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] Combining Aspiration Level Methods in Multi-objective Programming and Sequential Approximate Optimization using Computational Intelligence2007
- Author(s)
  Hirotaka Nakayama, Yeboon Yun
- Journal Title
  
  Proceedings of First IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] Intelligent Start-up Schedule Optimization System for a Thermal Power Plant2007
- Author(s)
  Masakazu Shirakawa, Masao Arakawa, Hirotaka Nakayama
- Journal Title
  
  Journal of Advanced Mechanical Design, Systems, and Manufacturing Vol.1,No.5
  
  Pages: 690-705
- NAID
  130000080707
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] Sequential Approximation Method in Multi-Objective Optimization using Apiration Level Approach2007
- Author(s)
  Y. B. Yun, H. Nakayama, M. Yoon
- Journal Title
  
  Evolutionary Multi-Criterion Optimization 2007, Spriner
  
  Pages: 317-329
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] Combining Aspiration Level Methods in Multi-objective Programming and Sequential Approximate Optimization using Computational Intelligence2007
- Author(s)
  Hirotaka Nakayama, Yeboon Yun
- Journal Title
  
  Proceedings of First IEEE Symposium onComputational Intelligence in Multi-Criteria Decision-Making (in CD-ROM)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] Multi-Obj ective Optimization Based on Meta-modeling by UsingSupport Vector Machine2007
- Author(s)
  Yeboon Yun, Min Yoon, Hirotaka Nakayama
- Journal Title
  
  Proceedings of The 7th International Conference on Optimization Techniques and Applications (ICOTA7) (in CD-ROM)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] 計算知能を用いた逐次近似多目的最適化手法2007
- Author(s)
  尹禮分、中山弘隆、尹敏
- Journal Title
  
  計測自動制御学会論文集 Vol.43,No.8
  
  Pages: 672-678
- NAID
  10019523639
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] Intelligent Start-up Schedule Optimization System for a Thermal Power Plant2007
- Author(s)
  Masakazu Shirakawa, Masao Arakawa, Hirotaka Nakayama
- Journal Title
  
  Journal of Advanced Mechanical Design, Systems, and Manufacturin 1
  
  Pages: 690-705
- NAID
  130000080707
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19510163
[Journal Article] Generating Support Vector Machines Using Multiobjective Optimization and Goal Programming2006
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  Multi-objective Machine Learning, Yaochu Jin (ed.), Springer
  
  Pages: 173-198
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Approximate Optimization Using Computational Intelligence and its Application to Reinforcement of Cable-stayed Bridges2006
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  Integrated Intelligent Systems for Engineering Design, Xuan F. Zha and R. J. Howlett, IOS Press
  
  Pages: 289-304
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Generating Support Vector Machines Using Multiobjective Optimization and Goal Programming2006
- Author(s)
  H.Nakayama
- Journal Title
  
  Multi-objective Machine Learning (Yaochu Jin (ed.))(Springer)
  
  Pages: 173-198
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Generating Support Vector Machines Using Multiobjective Optimization and Goal Programming2006
- Author(s)
  H.Nakayama
- Journal Title
  
  Multi-objective Machine Learning, Springer (Yaochu Jin (ed.))
  
  Pages: 173-198
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Approximate Optimization Using Computational Intelligence and its Application to Reinforcement of Cable-stayed Bridges2006
- Author(s)
  H.Nakayama
- Journal Title
  
  Integrated Intelligent Systems for Engineering Design (Xuan F.Zha, R.J.Howlett)(IOS Press)
  
  Pages: 289-304
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Support Vector Regression Based on Goal Programming and Multi-objective Programming2006
- Author(s)
  H.Nakayama
- Journal Title
  
  IEEE World Congress on Computational Intelligence 1536
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Support Vector Regression Based on Goal Programming and Multi-objective Programming2006
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  IEEE World Congress on Computational Intelligence (CD-ROM)
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Support Vector Regression Based on Goal Programming and Multi-objective Programming2006
- Author(s)
  H.Nakayama
- Journal Title
  
  IEEE World Congress on Computational Intelligence (CD-ROM)
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] The Fourth China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical System2006
- Author(s)
  H.Nakayama
- Journal Title
  
  The Fourth China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical System
  
  Pages: 391-396
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Regression by Support Vector Machines and its Applications to Engineering Design2006
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  The Fourth China-Japanese-Korea Joint Symposium on Optimization of Structural and Mechanical System
  
  Pages: 391-396
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Regression by Support Vector Machines and its Applications to Engineering Design2006
- Author(s)
  H.Nakayama
- Journal Title
  
  The Fourth China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical System
  
  Pages: 391-396
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Approximate Optimization Using Computational Intelligence and its Application to Reinforcement of Cable-stayed Bridges2006
- Author(s)
  H.Nakayama
- Journal Title
  
  Integrated Intelligent Systems for Engineering Design (Xuan F. Zha and R. J. Howlett) (IOS Press)
  
  Pages: 289-304
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Additional Learning in Computational Intelligence and its Applications to Risk Management Problems2005
- Author(s)
  H.Nakayama
- Journal Title
  
  Systems and Human Science for Safety, Security and Dependability
  
  Pages: 89-100
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Additional Learning in Computational Intelligence and its Applications to Risk Management Problems2005
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  Systems and Human Science for Safety, Security and Dependability
  
  Pages: 89-100
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] MOP/GP models for machine learning2005
- Author(s)
  H.Nakayama
- Journal Title
  
  European J. of Operational Research 166
  
  Pages: 756-768
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] MOP/GP models for machine learning2005
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  European J.of Operational Research 166
  
  Pages: 756-768
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] A Family of Support Vector Machines Using MOP/GP2004
- Author(s)
  H.Nakayama
- Journal Title
  
  Proc. of 17-th International Conf. on Multiple Criteria Decision Making (CD-ROM)
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Approximate Optimization Using Computational Intelligence and its Application to Reinforcement of Cable-stayed Bridges2004
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  Proc.of European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS2004) (CD-ROM)
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Approximate Optimization Using Computational Intelligence and its Application to Reinforcement of Cable-stayed Bridges2004
- Author(s)
  H.Nakayama
- Journal Title
  
  Proc.of European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS2004), (CD-ROM)
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Approximate Optimization Using Computational Intelligence and its Application to Reinforcement of Cable-stayed Bridges2004
- Author(s)
  H.Nakayama
- Journal Title
  
  Proc. of European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS2004) (CD-ROM)
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Multi-objective Optimization and its Engineering Applications2004
- Author(s)
  H.Nakayama
- Journal Title
  
  Proc.of third China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical System 13-26
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] A Family of Support Vector Machines Using MOP/GP2004
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  Proc.of 17-th International Conf.on Multiple Criteria Decision Making (CD-ROM)
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Support Vector Machines Using MOP/GP Techniques2004
- Author(s)
  H.Nakayama
- Journal Title
  
  Proc.of European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS2004), (CD-ROM)
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Support Vector Machines Using MOP/GP Techniques2004
- Author(s)
  H.Nakayama
- Journal Title
  
  Proc. of European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS2004) (CD-ROM)
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Support Vector Machines Using MOP/GP Techniques2004
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  Proc.of European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS2004) (CD-ROM)
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] A Family of Support Vector Machines Using MOP/GP2004
- Author(s)
  H.Nakayama
- Journal Title
  
  Proc.of 17-th International Conf. on Multiple Criteria Decision Making (CD-ROM)
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-16510130
[Journal Article] Multi-objective Optimization and its Engineering Applications2004
- Author(s)
  Hirotaka Nakayama
- Journal Title
  
  Proc.of third China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical System
  
  Pages: 13-26
- Data Source
  KAKENHI-PROJECT-16510130
[Presentation] Yeboon Yun and Yuki Uno, Parameter tuning of large scale support vector machines using ensemblelearning with applications to Imbalanceddata sets2012
- Author(s)
  Hirotaka Nakayama
- Organizer
  2012 IEEE InternationalConference on Systems,Man,Cybernetics
- Place of Presentation
  Seoul/Korea
- Year and Date
  2012-10-17
- Data Source
  KAKENHI-PROJECT-22510164
[Presentation] Parameter Tuning in Support Vector Regression for Large Scale Problems2011
- Author(s)
  Hirotaka Nakayama and Yuki Uno
- Organizer
  International Symposium in Science and Technology at Kansai University
- Place of Presentation
  Osaka/Japan
- Year and Date
  2011-08-24
- Data Source
  KAKENHI-PROJECT-22510164
[Presentation] Parameter Tuning in Support Vector Regression for Large Scale Problems2011
- Author(s)
  Hirotaka Nakayama
- Organizer
  International Symposium in Science and Technology at Kansai University 2011
- Place of Presentation
  Osaka/Japan
- Year and Date
  2011-08-24
- Data Source
  KAKENHI-PROJECT-22510164
[Presentation] Sequential Appro- ximate Multiobjective Optimization using Computational Intelligence2010
- Author(s)
  Hirotaka Nakayama
- Organizer
  The9th International Symposium on Operations Research and its Applica- tions
- Place of Presentation
  Chengdu/China
- Year and Date
  2010-08-20
- Data Source
  KAKENHI-PROJECT-22510164
[Presentation] Sequential Approximate Multiobjective Optimization using Computational Intelligence2010
- Author(s)
  Hirotaka Nakayama
- Organizer
  The 9th International Symposium on Operations Research and its Applications
- Place of Presentation
  Chengdu/China
- Year and Date
  2010-08-20
- Data Source
  KAKENHI-PROJECT-22510164
[Presentation] Combining Predetermined Models and SVM/RBFN for Regression Problems2010
- Author(s)
  Hirotaka Nakayama, and Yeboon Yun
- Organizer
  The6th China-Japan-Korea JointSymposium on Optimization ofStructural and Mechanical Systems
- Place of Presentation
  Kyoto/Japan
- Year and Date
  2010-06-22
- Data Source
  KAKENHI-PROJECT-22510164
[Presentation] Combining Predetermined Models and SVM/RBFN for Regression Problems2010
- Author(s)
  Hirotaka Nakayama
- Organizer
  The 6th China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems
- Place of Presentation
  Kyoto/Japan
- Year and Date
  2010-06-22
- Data Source
  KAKENHI-PROJECT-22510164
[Presentation] Multiobjective Robust Optimization2009
- Author(s)
  Hirotaka Nakayama
- Organizer
  22nd Workshop on Methodologies and Tools for Complex System Modeling
- Place of Presentation
  Laxenburg/Austria
- Year and Date
  2009-09-01
- Data Source
  KAKENHI-PROJECT-19510163
[Presentation] Multiobjective Robust Optimization2009
- Author(s)
  Hirotaka Nakayama
- Organizer
  22^<nd> Workshop on Methodologies and Tools for Complex System Modeling
- Place of Presentation
  Laxenburg/Austria
- Year and Date
  2009-09-01
- Data Source
  KAKENHI-PROJECT-19510163
[Presentation] Multi-objective Model Predictive Control2008
- Author(s)
  Hirotaka Nakayama, Yeboon Yun
- Organizer
  19th International Conference on Multiple Criteria Decision Making
- Place of Presentation
  Auckland/New Zealand
- Year and Date
  2008-01-08
- Data Source
  KAKENHI-PROJECT-19510163
[Presentation] Some Remarks on Multiobjective Optimization in Industrial Applications2008
- Author(s)
  Hirotaka Nakayama
- Organizer
  5th. European Congress con Computational Methods in Applied Sciences and Engineering (ECCOMAS 2008)
- Place of Presentation
  Venice/Italy
- Year and Date
  2008-07-01
- Data Source
  KAKENHI-PROJECT-19510163
[Presentation] Multi-objective Model Predictive Optimization using Computational Intelligence2008
- Author(s)
  Hirotaka Nakayama, Yeboon Yun
- Organizer
  IFIP World Computer Congress : Artificial Intelligence in Theory and Practice
- Place of Presentation
  Milano/Italy
- Year and Date
  2008-09-08
- Data Source
  KAKENHI-PROJECT-19510163
[Presentation] Basic Principle of Learning by RBFN and Practical Applications to Establishment of Rainfall Critical Line for Warning and Evacuation2008
- Author(s)
  Hirotaka Nakayama
- Organizer
  Symposium on Watershed Geology and Disasters in Slope Environment
- Place of Presentation
  Taipei/Taiwan
- Year and Date
  2008-10-29
- Data Source
  KAKENHI-PROJECT-19510163
[Presentation] 多目的最適化におけるいくつかの話題-対話型解法, 進化型解法, メタモデリングー2008
- Author(s)
  Hirotaka Nakayama
- Organizer
  第52回システム制御情報学会研究発表講演会(チュートリアル)
- Place of Presentation
  京都/日本
- Year and Date
  2008-05-18
- Data Source
  KAKENHI-PROJECT-19510163
[Presentation] On Selection of Additional Experiments in Sequential Approximate Optimization2008
- Author(s)
  Hirotaka Nakayama, Takuya Hirota
- Organizer
  International Conference Decision Support for Telecommunications and Information Society (DSTIS)
- Place of Presentation
  Warsaw/Poland
- Year and Date
  2008-09-03
- Data Source
  KAKENHI-PROJECT-19510163
[Presentation] On Selection of Additional Experiments in Sequential Approximate Optimization2008
- Author(s)
  Hirotaka Nakayama
- Organizer
  International Conference Decision Support for Telecommunications and Information Society
- Place of Presentation
  Warsaw/Poland
- Year and Date
  2008-09-03
- Data Source
  KAKENHI-PROJECT-19510163
[Presentation] On Sequential Approximate Multi-objective Optimization2007
- Author(s)
  Hirotaka Nakayama, Yeboon Yun
- Organizer
  CSM2007(International Wbrkshop oll Complex Systems Modeling)
- Place of Presentation
  Laxenburg/Austria
- Year and Date
  2007-08-28
- Data Source
  KAKENHI-PROJECT-19510163
[Presentation] Combining Aspiration Level Methods in Multi-obj ective Programming and Sequential Approximate Optimization using Computational Intelligence2007
- Author(s)
  Hirotaka Nakayama, Yeboon Yun
- Organizer
  First IEEE Symposium on Computational Intellience in Multi-Criteria Decision-Making
- Place of Presentation
  Hawaii/USA
- Year and Date
  2007-04-03
- Data Source
  KAKENHI-PROJECT-19510163
[Presentation] Combining Aspiration Level Methods in Multi-objective Programming and Sequential Approximate Optimization using Computational Intelligence2007
- Author(s)
  Hirotaka Nakayama
- Organizer
  First IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making
- Place of Presentation
  Hawaii/USA
- Year and Date
  2007-04-03
- Data Source
  KAKENHI-PROJECT-19510163
[Presentation] Multi-Objective Optimization Based on Meta-Modeling by Using Support Vector Machine2007
- Author(s)
  Yeboon Yun, Min Yoon, Hirotaka Nakayama
- Organizer
  The 7th International Conference on Optinmization Techniques and Applications(ICOTA7)
- Place of Presentation
  Kobe/Japan
- Year and Date
  2007-12-12
- Data Source
  KAKENHI-PROJECT-19510163
[Presentation] Parameter tuning of large scale support vector machines using ensemble learning with applications to imbalanced data sets
- Author(s)
  Hirotaka Nakayama
- Organizer
  2012 IEEE International Conference on Systems，Man，Cybernetics
- Place of Presentation
  Seoul/korea
- Data Source
  KAKENHI-PROJECT-22510164

1. HATTORI Yuichi (80149947)

# of Collaborated Projects: 3 results

# of Collaborated Products: 0 results
2. NAKASAKO Noboru (90188920)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. KUNIMATSU Takao (10074064)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. MITANI Katsunosuke (40034467)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. TAKAHASHI Yoshitaka

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

NAKAYAMA Hirotaka 中山 弘隆

Research Projects

Research Products

Co-Researchers

Sequential Approximate Multiobjective Robust Optimization using ComputationalIntelligence and its Applications to Engineering ProblemsPrincipal Investigator

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Multiobjective Model Predictive Control Using Computational Intelligence and its Applications to Plant Operation ProblemsPrincipal Investigator

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Optimizing black-box objective functions using computational intelligence and its application to seismic reinforcement of cable stayed bridgesPrincipal Investigator

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EVALUATION AND MANAGEMENT OF CREDIT RISK USING COMPUTATIONAL INTELLIGENCE AND MULTI-OBJECTIVE DECISION MAKINGPrincipal Investigator

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PORTFOLIO OPTIMIZATION USING MULTI-CRITERIA DECISION ANALYSIS AND MACHINE LEARNINGPrincipal Investigator

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An International Joint Research on Agricultural Resource ManagementPrincipal Investigator

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AN APPLICATION OF A MULTI-OBJECTIVE OPTIMAL SATISFICING TECHNIQUE TO CONSTRUCTION ACCURACY CONTROL OF CABLE-STAYED BRIDGEPrincipal Investigator

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LEARNING FOR PATTERN CLASSIFICATION USING MULTI-OBJECTIVE PROGRAMMING AND ITS APPLICATON TO DIAGNOSIS SUPPORT SYSTEM OF DIABETIC ANGIOATHYPrincipal Investigator

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DEVELOPMENT OF GROUP WARE BY MULTI-OBJECTIVE DECISION ANALYSISPrincipal Investigator

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[Book] Yeboon Yun andMasakazu Shirakawa, Computational Intelligence in Expensive Optimization Problems ed. by Yoel Tenne andChi-keong Goh, Chapter10: Multiobjective Model Predictive Control Using Computational Intelligence2010

Author(s)

Publisher

Data Source

[Book] Sequential Approximate Multiobjective Optimization using Computational Intelligence2009

Author(s)

Total Pages

Publisher

Data Source

[Book] Sequential Approximate Multiobjective Optimization using Computational Intelligence2009

Author(s)

Total Pages

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Data Source

[Book] Multiobjective Optimization-Interactive and Evolutionary Approaches-, Chapter 10: Meta-Modeling in Multiobjective Optimization2008

Author(s)

Publisher

Data Source

[Book] Multiobjective Optimization-Interactive and Evolutionary Approaches-, Chapter 10: Meta-Modeling in Multiobjective Optimization2008

Author(s)

Publisher

Data Source

NAKAYAMA Hirotaka 中山弘隆