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ISHIBUCHI Hisao  石渕 久生

ORCIDConnect your ORCID iD *help
Researcher Number 60193356
Other IDs
External Links
Affiliation (based on the past Project Information) *help 2011 – 2017: 大阪府立大学, 工学(系)研究科(研究院), 教授
2002 – 2012: 大阪府立大学, 工学研究科, 教授
2004: 大阪府立大学, 大学院・工学研究科, 教授
1994 – 1996: 大阪府立大学, 工学部, 助教授
Review Section/Research Field
Principal Investigator
Sensitivity informatics/Soft computing / Soft computing / Science and Engineering / Complex systems / 社会システム工学
Except Principal Investigator
社会システム工学
Keywords
Principal Investigator
多目的最適化 / 進化計算 / 遺伝的アルゴリズム / 多数目的最適化 / 収束性 / 多様性 / 進化型多目的最適化 / 遺伝的局所探索 / アルゴリズム / 意思決定 … More / 非劣解集合 / 進化型計算 / ハイブリッドアルゴリズム / Evolutionary Computation / Genetic Algorithms / Multiobjective Optimization / Evolutionary Multiobjective Optimization / Genetic Local Search / Diversity / 知識獲得 / データマイニング / パターン識別 / ファジィルール / 汎化能力 / トレードオフ / エージェント / 機械学習 / 交通需要マネージメント / シミュレーション工学 / ソフトコンピューティング / 複雑系 / 交通流モデル / セルオートマトン / 組合せ最適化 / ナップサック問題 / 対話型進化計算 / 利用者 / 選好情報 / ゲーム戦略 / 戦略進化 / 学習 / 遺伝的局所最適化 / 最適化アルゴリズム / メタレベル最適化 / アルゴリズム構造 / アルゴリズム自動生成 / 解集合評価 / 性能評価尺度 / 1進化計算 / メメティックアルゴリズム / 選択操作 / Hybrid Algorithms / Convergence / ハイブリッド・アルゴリズム / Hybrid Algorithm / Converaence / 性能評価 / 選好解 … More
Except Principal Investigator
可能性分布 / ファジィif-thenルール / 遺伝的アルゴリズム / ルケジューリング / ポートフォリオ / ファジィ納期 / ファジィ加工時間 / 多目的計画 / ファジィif-then ルール / スケジューリング / エキスパートシステム / 可能性解析 / fuzzy if-then rules / possibility distribution / genetic algorithms / scheduling / portfolio / fuzzy due-date / fuzzy processing time / multi-objective problem / neural networks / 可能性多変量解析 / 可能性ポートフォリオ / 可能分布の同定 / ファジィニューラルネット / 不完全情報 / 区間データ / 識別問題 / 可能性分布の同定 / Possibility Distribution / Possibility Data Analysis / Possibility Portfolio / Identification / Fuzzy Neural Networks / Incomplete Information / Interval Data / Classification Problem Less
  • Research Projects

    (12 results)
  • Research Products

    (160 results)
  • Co-Researchers

    (10 People)
  •  任意サイズの非劣解集合探索のための進化型多数目的最適化アルゴリズムの開発と評価Principal Investigator

    • Principal Investigator
      石渕 久生
    • Project Period (FY)
      2016 – 2019
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Soft computing
    • Research Institution
      Osaka Prefecture University
  •  Critical Review of Performance Indicators for Constructing Consistent Solution Set Evaluation Framework in Evolutionary Many-Objective OptimizationPrincipal Investigator

    • Principal Investigator
      Ishibuchi Hisao
    • Project Period (FY)
      2014 – 2016
    • Research Category
      Grant-in-Aid for Challenging Exploratory Research
    • Research Field
      Soft computing
    • Research Institution
      Osaka Prefecture University
  •  複雑性の異なる多数の意思決定戦略が混在する状況でのゲーム戦略の進化Principal Investigator

    • Principal Investigator
      石渕 久生
    • Project Period (FY)
      2012 – 2013
    • Research Category
      Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    • Review Section
      Complex systems
    • Research Institution
      Osaka Prefecture University
  •  Algorithm Structure Design for Evolutionary Multi-Objective Local SearchPrincipal Investigator

    • Principal Investigator
      Ishibuchi Hisao
    • Project Period (FY)
      2012 – 2015
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Sensitivity informatics/Soft computing
    • Research Institution
      Osaka Prefecture University
  •  Proposal of an Interactive Evolutionary Algorithm with No Explicit Numerical Evaluation of Solutions by a Human UserPrincipal Investigator

    • Principal Investigator
      ISHIBUCHI Hisao
    • Project Period (FY)
      2011 – 2013
    • Research Category
      Grant-in-Aid for Challenging Exploratory Research
    • Research Field
      Sensitivity informatics/Soft computing
    • Research Institution
      Osaka Prefecture University
  •  Development and applications of an evolutionary multiobjective optimization algorithm for many-objective problemsPrincipal Investigator

    • Principal Investigator
      ISHIBUCHI Hisao
    • Project Period (FY)
      2008 – 2011
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Sensitivity informatics/Soft computing
    • Research Institution
      Osaka Prefecture University
  •  大規模データからの知識獲得における精度と複雑性のトレードオフPrincipal Investigator

    • Principal Investigator
      石渕 久生
    • Project Period (FY)
      2006
    • Research Category
      Grant-in-Aid for Scientific Research on Priority Areas
    • Review Section
      Science and Engineering
    • Research Institution
      Osaka Prefecture University
  •  計算知能を用いた渋滞回避エージェントの開発と複雑系としての交通システムの解析Principal Investigator

    • Principal Investigator
      石渕 久生
    • Project Period (FY)
      2006 – 2008
    • Research Category
      Grant-in-Aid for Exploratory Research
    • Research Field
      Sensitivity informatics/Soft computing
    • Research Institution
      Osaka Prefecture University
  •  Development of evolutionary multiobjective optimization algorithms that can automatically adjust the balance between diversity and convergencePrincipal Investigator

    • Principal Investigator
      ISHIBUCHI Hisao
    • Project Period (FY)
      2005 – 2007
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Sensitivity informatics/Soft computing
    • Research Institution
      Osaka Prefecture University
  •  Development of an Evolutionary Multiobjective Local Search Algorithm and Its Application to Scheduling ProblemsPrincipal Investigator

    • Principal Investigator
      ISHIBUCHI Hisao
    • Project Period (FY)
      2002 – 2004
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      社会システム工学
    • Research Institution
      Osaka Prefecture University
  •  Fuzzy Inference and Application to Industrial Engineering

    • Principal Investigator
      TANAKA Hideo
    • Project Period (FY)
      1994 – 1996
    • Research Category
      Grant-in-Aid for international Scientific Research
    • Research Institution
      Osaka Prefecture University
  •  Possibility Data Analysis

    • Principal Investigator
      TANAKA Hideo
    • 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
      University of Osaka prefecture

All 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 Other

All Journal Article Presentation

  • [Journal Article] 進化型多数目的最適化の現状と課題2017

    • Author(s)
      佐藤寛之,石渕久生
    • Journal Title

      オペレーションズ・リサーチ

      Volume: 62 Pages: 156-163

    • Open Access
    • Data Source
      KAKENHI-PROJECT-26540128
  • [Journal Article] Performance of decomposition-based many-objective algorithms strongly depends on Pareto front shapes2017

    • Author(s)
      H. Ishibuchi, Y. Setoguchi, H. Masuda, and Y. Nojima
    • Journal Title

      IEEE Trans. on Evolutionary Computation

      Volume: 21 Pages: 169-190

    • DOI

      10.1109/tevc.2016.2587749

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-16H02877, KAKENHI-PROJECT-26540128
  • [Journal Article] Pareto fronts of many-objective degenerate test problems2016

    • Author(s)
      H. Ishibuchi, H. Masuda, and Y. Nojima
    • Journal Title

      IEEE Trans. on Evolutionary Computation

      Volume: 20 Pages: 807-813

    • DOI

      10.1109/tevc.2015.2505784

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-26540128
  • [Journal Article] Interactive evolutionary computation with minimum fitness evaluation requirement and offline algorithm design2016

    • Author(s)
      H. Ishibuchi, T. Sudo, and Y. Nojima
    • Journal Title

      SpringerPlus

      Volume: 5-192 Pages: 1-29

    • DOI

      10.1186/s40064-016-1789-1

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Journal Article] Behavior of multi-objective evolutionary algorithms on many-objective knapsack problems2015

    • Author(s)
      H. Ishibuchi, N. Akedo, and Y. Nojima
    • Journal Title

      IEEE Transactions on Evolutionary Computation

      Volume: 19 Pages: 264-283

    • DOI

      10.1109/tevc.2014.2315442

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Journal Article] A multi-objective approach for solving the survivable network design problem with simultaneous unicast and anycast flows2014

    • Author(s)
      H. T. T. Binh, B. T. Lam, N. S. T. Ha, and H. Ishibuchi
    • Journal Title

      Applied Soft Computing

      Volume: 24 Pages: 1145-1154

    • DOI

      10.1016/j.asoc.2014.06.001

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Journal Article] Archive management in interactive evolutionary computation with minimum requirement for human user's fitness evaluation ability2014

    • Author(s)
      H. Ishibuchi, T. Sudo, and Y. Nojima
    • Journal Title

      Lecture Notes in Computer Science

      Volume: Vol. 8467 Pages: 360-371

    • DOI

      10.1007/978-3-319-07173-2_31

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23650119
  • [Journal Article] Repeated double cross-validation for choosing a single solution in evolutionary multi-objective fuzzy classifier design2013

    • Author(s)
      H. Ishibuchi and Y. Nojima
    • Journal Title

      Knowledge-Based Systems

      Volume: vol. 54 Pages: 22-31

    • DOI

      10.1016/j.knosys.2013.09.023

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Journal Article] Difficulty in evolutionary multiobjective optimization of discrete objective functions with different granularities2013

    • Author(s)
      H. Ishibuchi, M. Yamane, and Y. Nojima
    • Journal Title

      Lecture Notes in Computer Science

      Volume: Vol. 7811 Pages: 230-245

    • DOI

      10.1007/978-3-642-37140-0_20

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23650119
  • [Journal Article] Performance evaluation of evolutionary multiobjective optimization algorithms for multiobjective fuzzy genetics-based machine learning2011

    • Author(s)
      H. Ishibuchi, Y. Nakashima, and Y. Nojima
    • Journal Title

      Soft Computing

      Volume: vol.15, no.12 Pages: 2415-2434

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] Implementation of cellular genetic algorithms with two neighborhood structures for single-objective and multi-objective optimization2011

    • Author(s)
      H.Ishibuchi, Y.Sakane, N.Tsukamoto, Y.Nojima
    • Journal Title

      Soft Computing

      Volume: Vol.15 Pages: 1749-1767

    • DOI

      10.1007/s00500-010-0617-8

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] Multiobjective genetic fuzzy rule selection of single granularity-based fuzzy classification rules and its interaction with the lateral tuning of membership functions2011

    • Author(s)
      R.Alcala, Y.Nojima, F.Herrera, H.Ishibuchi
    • Journal Title

      Soft Computing

      Volume: Vol.15 Pages: 2303-2318

    • DOI

      10.1007/s00500-010-0671-2

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] Performance evaluation of evolutionary multiobjective optimization algorithms for multiobjective fuzzy genetics-based machine learning2011

    • Author(s)
      H.Ishibuchi, Y.Nakashima, Y.Nojima
    • Journal Title

      Soft Computing

      Volume: Vol.15 Pages: 2415-2434

    • DOI

      10.1007/s00500-010-0669-9

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] Implementation of cellular genetic algorithms with two neighborhood structures for single-objective and multi-objective optimization2011

    • Author(s)
      H. Ishibuchi, Y. Sakane, N. Tsukamoto, and Y Nojima
    • Journal Title

      Soft Computing

      Volume: vol.15, no.9 Pages: 1749-1767

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] 多目的遺伝的局所探索アルゴリズムにおける局所探索適用個体の選択2010

    • Author(s)
      一柳徳宏, 若松良彦, 能島裕介, 石渕久生
    • Journal Title

      システム制御情報学会論文誌 vol.23

      Pages: 178-187

    • NAID

      10027615260

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] 多目的遺伝的局所探索アルゴリズムにおける局所探索適用個体の選択2010

    • Author(s)
      一柳徳宏, 若松良彦, 能島裕介, 石渕久生
    • Journal Title

      システム制御情報学会論文誌

      Volume: vol.23, no.8 Pages: 178-187

    • NAID

      10027615260

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] Diversity improvement by non-geometric binary crossover in evolutionary multiobjective optimization2010

    • Author(s)
      H. Ishibuchi, N. Tsukamoto, and Y. Nojima
    • Journal Title

      IEEE Trans. on Evolutionary Computation

      Volume: vol.14, no.6 Pages: 985-998

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] Diversity improvement by non-geometric binary crossover in evolutionary mulitobjective optimization2010

    • Author(s)
      H.Ishibuchi, N.Tsukamoto, Y.Nojima
    • Journal Title

      IEEE Transactions on Evolutionary Computation

      Volume: Vol.14 Pages: 985-998

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] Indicatorに基づく進化型多目的最適化アルゴリズムへのHypervolume近似手法の適用2010

    • Author(s)
      塚本実孝, 坂根悠治, 能島裕介, 石渕久生
    • Journal Title

      システム制御情報学会論文誌 vol.23

      Pages: 165-177

    • NAID

      10027615237

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] Diversity improvement by non-geometric binary crossover in evolutionary multiobjective optimization2010

    • Author(s)
      H.Ishibuchi, N.Tsukamoto, Y.Nojima
    • Journal Title

      IEEE Trans.on Evolutionary Computation vol.14

      Pages: 985-998

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] Indicatorに基づく進化型多目的最適化アルゴリズムへのHypervolume近似手法の適用2010

    • Author(s)
      塚本実孝, 坂根悠治, 能島裕介, 石渕久生
    • Journal Title

      システム制御情報学会論文誌

      Volume: vol.23, no.8 Pages: 165-177

    • NAID

      10027615237

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] Use of biased neighborhood structures in multiobjective memetic algorithms2009

    • Author(s)
      Hisao Ishibuchi
    • Journal Title

      Soft Computing 13

      Pages: 795-810

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] An empirical study on similarity-based mating for evolutionary multiobjective combinatorial optimization2009

    • Author(s)
      Hisao Ishibuchi
    • Journal Title

      European Journal of Operational Research 188

      Pages: 57-75

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] 進化型多数目的最適化に対するスカラー化関数を用いたHypervolumeの近似手法の提案2009

    • Author(s)
      塚本実孝, 坂根悠治, 能島裕介, 石渕久生
    • Journal Title

      システム制御情報学会論文誌

      Volume: vol.22, no.11 Pages: 385-395

    • NAID

      10026194041

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] 多数目的最適化問題における進化型多目的最適化アルゴリズムの問題点とその改良手法に関する考察2009

    • Author(s)
      塚本実孝, 能島裕介, 石渕久生
    • Journal Title

      システム制御情報学会論文誌

      Volume: vol.22, no.6 Pages: 220-228

    • NAID

      10025514526

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] Use of biased neighborhood structures in multiobjective memetic algorithms2009

    • Author(s)
      H.Ishibuchi, Y.Hitotsuyanagi, N.Tsukamoto, Y.Nojima
    • Journal Title

      Soft Computing Vol.13

      Pages: 795-810

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] 多数目的最適化問題における進化型多目的最適化アルゴリズムの問題点とその改良手法に関する考察2009

    • Author(s)
      塚本実孝, 能島裕介, 石渕久生
    • Journal Title

      システム制御情報学会論文誌 22巻

      Pages: 220-228

    • NAID

      10025514526

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] 進化型多目的最適化に対するスカラー化関数を用いたHypervolumeの近似手法の提案2009

    • Author(s)
      塚本実孝, 坂根悠治, 能島裕介, 石渕久生
    • Journal Title

      システム制御情報学会論文誌 vol.22

      Pages: 385-395

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] Use of biased neighborhood structures in multiobjective memetic algorithms2009

    • Author(s)
      H. Ishibuchi, Y. Hitotsuyanagi, N. Tsukamoto, and Y. Nojima
    • Journal Title

      Soft Computing

      Volume: vol.13, no.8-9 Pages: 795-810

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] Use of biased neighborhood structures in multiobjective memetic algorithms2009

    • Author(s)
      H.Ishibuchi, Y.Hitotsuyanagi, N.Tsukamoto, Y.Nojima
    • Journal Title

      Soft Computing vol.13

      Pages: 795-810

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Journal Article] An empirical study on similarity-based mating for evolutionary multiobjective combinatorial optimization2008

    • Author(s)
      Hisao Ishibuchi
    • Journal Title

      European Journal of Operational Research Vol.188

      Pages: 57-75

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] An empirical study on similarity-based mating for evolutionary multiobjective combinatorial optimization2008

    • Author(s)
      Hisao, Ishibuchi
    • Journal Title

      European Journal of Operational Research Vol.188

      Pages: 57-75

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning2007

    • Author(s)
      Hisao Ishibuchi
    • Journal Title

      International Journal of Approximate Reasoning Vol.44,No.1

      Pages: 4-31

    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Optimization of scalarizing functions through evolutionary multiobjective optimization2007

    • Author(s)
      Hisao Ishibuchi
    • Journal Title

      Lecture Notes in Computer Science Vol.4403

      Pages: 51-65

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Optimization of scalarizing functions through evolutionary multiobjective optimization2007

    • Author(s)
      Hisao, Ishibuchi
    • Journal Title

      Lecture Notes in Computer Science Vol.4403

      Pages: 51-65

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning2007

    • Author(s)
      Hisao Ishibuchi
    • Journal Title

      International Journal of Approximate Reasoning Vol.44

      Pages: 4-31

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Prescreening of Candidate Rules using Association Rule Mining and Pareto-Optimality in Genetic Rule Selection2007

    • Author(s)
      Hisao Ishibuchi
    • Journal Title

      Lecture Notes in Computer Sciences (未定)(掲載決定)

    • Data Source
      KAKENHI-PROJECT-18049065
  • [Journal Article] Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning2007

    • Author(s)
      Hisao, Ishibuchi
    • Journal Title

      International Journal of Approximate Reasoning Vol.44

      Pages: 4-31

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Incorporation of scalarizing fitness functions into evolutionary multiobjective optimization algorithms2006

    • Author(s)
      Hisao, Ishibuchi
    • Journal Title

      Lecture Notes in Computer Science Vol.4193

      Pages: 493-502

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Incorporation of scalarizing fitness functions into evolutionary multiobjective optimization algorithms2006

    • Author(s)
      Hisao Ishibuchi
    • Journal Title

      Lecture Notes in Computer Science Vol.4193

      Pages: 493-502

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Analysis of Interpretability-Accuracy Tradeoff of Fuzzy Systems by Multiobjective Fuzzy Genetics-Based Machine Learning2006

    • Author(s)
      Hisao Ishibuchi
    • Journal Title

      International Journal of Approximate Reasoning Vol.43(印刷中)

    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Finding simple fuzzy classification systems with high interpretability through multiobjective rule selection2006

    • Author(s)
      Hisao Ishibuchi
    • Journal Title

      Lecture Notes in Computer Science Vol.4252

      Pages: 86-93

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Effects of using two neighborhood structures in cellular genetic algorithms for function optimization2006

    • Author(s)
      Hisao, Ishibuchi
    • Journal Title

      Lecture Notes in Computer Science Vol.4193

      Pages: 949-958

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Effects of using two neighborhood structures in cellular genetic algorithms for function optimization2006

    • Author(s)
      Hisao Ishibuchi
    • Journal Title

      Lecture Notes in Computer Science Vol.4193

      Pages: 949-958

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Finding simple fuzzy classification systems with high interpretability through multiobjective rule selection2006

    • Author(s)
      Hisao, Ishibuchi
    • Journal Title

      Lecture Notes in Computer Science Vol.4252

      Pages: 86-93

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Evolutionary multiobjective optimization for the design of fuzzy rule-based ensemble classifiers2006

    • Author(s)
      Hisao Ishibuchi
    • Journal Title

      International Journal of Hybrid Intelligent Systems Vol. 3 No. 3

      Pages: 129-145

    • Data Source
      KAKENHI-PROJECT-18049065
  • [Journal Article] Handling of Overlapping Objective Vectors in Evolutionary Multiobjective Optimization2005

    • Author(s)
      Hisao, Ishibuchi
    • Journal Title

      International Journal of Computational Intelligence Research Vol.1

      Pages: 1-18

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Comparison between Lamarckian and Baldwinian repair on multiobjective 0/1 knapsack problems2005

    • Author(s)
      H.Ishibuchi, S.Kaige, K.Narukawa
    • Journal Title

      Lecture Notes in Computer Science Vol.3410

      Pages: 370-385

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-14380194
  • [Journal Article] Evolution of Iterated Prisoner's Dilemma Game Strategies in Structured Demes under Random Pairing in Game-Plaving2005

    • Author(s)
      Hisao Ishibuchi
    • Journal Title

      IEEE Transactions on Evolutionary Computation Vol.9

      Pages: 552-561

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Handling of Overlapping Objective Vectors in Evolutionary Multiobjective Optimization2005

    • Author(s)
      Hisao Ishibuchi
    • Journal Title

      International Journal of Computational Intelligence Research Vol.1, No.1

      Pages: 1-18

    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Effects of removing overlapping solutions on the performance of the NSGA-II algorithm2005

    • Author(s)
      Y.Nojima, K.Narukawa, S.Kaige, H.Ishibuchi
    • Journal Title

      Lecture Notes in Computer Science Vol.3410

      Pages: 341-354

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-14380194
  • [Journal Article] Recombination of similar parents in EMO algorithms2005

    • Author(s)
      H.Ishibuchi, K.Narukawa
    • Journal Title

      Lecture Notes in Computer Science Vol.3410

      Pages: 265-279

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-14380194
  • [Journal Article] Evolution of Iterated Prisoner's Dilemma Game Strategies in Structured Demes under Random Pairing in Game-Playing2005

    • Author(s)
      Hisao, Ishibuchi
    • Journal Title

      IEEE Transactions on Evolutionary Computation Vol.9

      Pages: 552-561

    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Handling of Overlapping Objective Vectors in Evolutionary Multiobjective Optimization2005

    • Author(s)
      Hisao Ishibuchi
    • Journal Title

      International Journal of Computational Intelligence Research Vol.1

      Pages: 1-18

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Evolution of Iterated Prisoner's Dilemma Game Strategies in Structured Demes under Random Pairing in Game-Playing2005

    • Author(s)
      Hisao Ishibuchi
    • Journal Title

      IEEE Transactions on Evolutionary Computation Vol.9, No.61

      Pages: 552-561

    • Data Source
      KAKENHI-PROJECT-17300075
  • [Journal Article] Mating scheme for controlling the diversity-convergence balance for multiobjective optimization2004

    • Author(s)
      H.Ishibuchi, Y.Shibata
    • Journal Title

      Lecture Notes in Computer Science Vol.3102

      Pages: 1259-1271

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-14380194
  • [Journal Article] Some issues on the implementation of local search in evolutionary multiobjective optimization2004

    • Author(s)
      H.Ishibuchi, K.Narukawa
    • Journal Title

      Lecture Notes in Computer Science Vol.3102

      Pages: 1246-1258

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-14380194
  • [Journal Article] Evolutionary multiobjective knowledge extraction for high-dimensional pattern classification problems2004

    • Author(s)
      H.Ishibuchi, S.Namba
    • Journal Title

      Lecture Notes in Computer Science Vol.3242

      Pages: 1123-1132

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-14380194
  • [Journal Article] Implementation of simple multiobjective memetic algorithms and its application to knapsack problems2004

    • Author(s)
      H.Ishibuchi, S.Kaige
    • Journal Title

      International Journal of Hybrid Intelligent Systems Vol.1

      Pages: 22-35

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-14380194
  • [Journal Article] An empirical study on the effect of mating restriction on the search ability of EMO algorithms2003

    • Author(s)
      H.Ishibuchi, Y.Shibata
    • Journal Title

      Lecture Notes in Computer Science Vol.2632

      Pages: 433-447

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-14380194
  • [Journal Article] Effects of three-objective genetic rule selection on the generalization ability of fuzzy rule-based systems2003

    • Author(s)
      H.Ishibuchi, T.Yamamoto
    • Journal Title

      Lecture Notes in Computer Science Vol.2632

      Pages: 608-622

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-14380194
  • [Journal Article] Balance between genetic search and local search in memetic algorithms for multiobjective permutation flowshop scheduling2003

    • Author(s)
      H.Ishibuchi, T.Yoshida, T.Murata
    • Journal Title

      IEEE Transactions on Evolutionary Computation Vol.7

      Pages: 204-223

    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-14380194
  • [Presentation] Hypervolume subset selection for triangular and inverted triangular Pareto fronts of three-objective problems2017

    • Author(s)
      H. Ishibuchi, R. Imada, Y. Setoguchi, and Y. Nojima
    • Organizer
      14th ACM/SIGEVO Conference on Foundations of Genetic Algorithms
    • Place of Presentation
      Copenhagen, Denmark
    • Year and Date
      2017-01-12
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02877
  • [Presentation] Meta-optimization based multi-objective test problem generation using WFG toolkit2016

    • Author(s)
      Y. Tanigaki, Y. Nojima, and H. Ishibuchi
    • Organizer
      2016 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2016-07-24
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26540128
  • [Presentation] Sensitivity of performance evaluation results by inverted generational distance to reference points2016

    • Author(s)
      H. Ishibuchi, H. Masuda, and Y. Nojima
    • Organizer
      2016 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2016-07-24
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26540128
  • [Presentation] Common properties of scalable multiobjective problems and a new framework of test problems2016

    • Author(s)
      H. Masuda, Y. Nojima, and H. Ishibuchi
    • Organizer
      2016 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2016-07-24
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26540128
  • [Presentation] A variable neighbourhood search algorithm with compound neighbourhoods for VRPTW2016

    • Author(s)
      B. Chen, R. Qu, R. Bai, and H. Ishibuchi
    • Organizer
      2016 International Conference on Operations Research and Enterprise Systems
    • Place of Presentation
      Barcelo Aran Mantegna, Rome, Italy
    • Year and Date
      2016-02-23
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Use of piecewise linear and nonlinear scalarizing functions in MOEA/D2016

    • Author(s)
      H. Ishibuchi, K. Doi, and Y. Nojima
    • Organizer
      14th International Conference on Parallel Problem Solving from Nature
    • Place of Presentation
      Edinburgh, Scotland, UK
    • Year and Date
      2016-09-17
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02877
  • [Presentation] Evolutionary many-objective optimization: Difficulties and future research directions2016

    • Author(s)
      H. Ishibuchi
    • Organizer
      Applied Informatics and Technology Innovation Conference
    • Place of Presentation
      Newcastle, Australia
    • Year and Date
      2016-11-22
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02877
  • [Presentation] Characteristics of many-objective test problems and penalty parameter specification in MOEA/D2016

    • Author(s)
      H. Ishibuchi, K. Doi, and Y. Nojima
    • Organizer
      2016 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2016-07-24
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26540128
  • [Presentation] How to compare many-objective algorithms under different settings of population and archive sizes2016

    • Author(s)
      H. Ishibuchi, Y. Setoguchi, H. Masuda, and Y. Nojima
    • Organizer
      2016 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2016-07-24
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02877
  • [Presentation] Performance comparison of NSGA-II and NSGA-III on various many-objective test problems2016

    • Author(s)
      H. Ishibuchi, R. Imada, Y. Setoguchi, and Y. Nojima
    • Organizer
      2016 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2016-07-24
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26540128
  • [Presentation] Reference point specification in MOEA/D for multi-objective and many-objective problems2016

    • Author(s)
      H. Ishibuchi, K. Doi, and Y. Nojima
    • Organizer
      2016 IEEE International Conference on Systems, Man, and Cybernetics
    • Place of Presentation
      Budapest, Hungary
    • Year and Date
      2016-10-09
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02877
  • [Presentation] Relation between weight vectors and solutions in MOEA/D2015

    • Author(s)
      H. Ishibuchi, K. Doi, H. Masuda, and Y. Nojima
    • Organizer
      2015 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making
    • Place of Presentation
      Cape Town International Convention Center, Cape Town, South Africa
    • Year and Date
      2015-12-08
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Evolutionary many-objective optimization: Search behavior, performance indicators and test problems2015

    • Author(s)
      H. Ishibuchi
    • Organizer
      IEEE CIS Distinguished Lecturer Program at Kolkata Chapter
    • Place of Presentation
      RCC Institute of Information Technology, Kolkata, India
    • Year and Date
      2015-11-19
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26540128
  • [Presentation] A study on performance evaluation ability of a modified inverted generational distance indicator2015

    • Author(s)
      H. Ishibuchi, H. Masuda, and Y. Nojima
    • Organizer
      2015 Genetic and Evolutionary Computation Conference
    • Place of Presentation
      Melia Castilla Hotel, Madrid, Spain
    • Year and Date
      2015-07-11
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26540128
  • [Presentation] Comparing solution sets of different size in evolutionary many-objective optimization2015

    • Author(s)
      H. Ishibuchi, H. Masuda, and Y. Nojima
    • Organizer
      2015 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Sendai International Center, Sendai, Japan
    • Year and Date
      2015-05-25
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Evolutionary multi-objective optimization: Test problems and performance indicators2015

    • Author(s)
      H. Ishibuchi
    • Organizer
      IEEE CIS 2015 Summer School on Multi-Objective Optimization and Decision Making
    • Place of Presentation
      University of Science and Technology of China, Hefei, China
    • Year and Date
      2015-07-06
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26540128
  • [Presentation] Evolutionary many-objective optimization2015

    • Author(s)
      H. Ishibuchi
    • Organizer
      4th International Conference on Frontiers in Intelligent Computing: Theory and Applications
    • Place of Presentation
      Peerless Sarovar Portico, Durgapur, India
    • Year and Date
      2015-11-16
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Comparing solution sets of different size in evolutionary many-objective optimization2015

    • Author(s)
      H. Ishibuchi, H. Masuda, and Y. Nojima
    • Organizer
      2015 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Sendai International Center, Sendai, Japan
    • Year and Date
      2015-05-25
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-26540128
  • [Presentation] Algorithm structure optimization by choosing operators in multiobjective genetic local search2015

    • Author(s)
      Y. Tanigaki, H. Masuda, Y. Setoguchi, Y. Nojima, and H. Ishibuchi
    • Organizer
      2015 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Sendai International Center, Sendai, Japan
    • Year and Date
      2015-05-25
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Interactive (1+1) evolutionary strategy with one-fifth success rule2014

    • Author(s)
      T. Sudo, K. Ueba, Y. Nojima, and H. Ishibuchi
    • Organizer
      Proc. of 2nd Asia-Pacific Conference on Computer Aided System Engineering
    • Place of Presentation
      Bali, Indonesia
    • Data Source
      KAKENHI-PROJECT-23650119
  • [Presentation] Interactive (1+1) Evolutionary Strategy with One-Fifth Success Rule2014

    • Author(s)
      T. Sudo, K. Ueba, Y. Nojima, H. Ishibuchi
    • Organizer
      2nd Asia-Pacific Conference on Computer Aided System Engineering
    • Place of Presentation
      Bali, Indonesia
    • Data Source
      KAKENHI-PROJECT-23650119
  • [Presentation] Evolutionary multiobjective design of fuzzy rule-based classifiers with explanation ability2014

    • Author(s)
      H. Ishibuchi, M. Yamane, and Y. Nojima
    • Organizer
      Conference on Business Analytics in Finance and Industry
    • Place of Presentation
      Santiago, Chili
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Archive Management in Interactive Evolutionary Computation with Minimum Requirement for Human User’s Fitness Evaluation Ability2014

    • Author(s)
      Hisao Ishibuchi, Takahiko Sudo, and Yusuke Nojima
    • Organizer
      13th International Conference on Artificial Intelligence and Soft Computing
    • Place of Presentation
      Zakopane, Poland
    • Data Source
      KAKENHI-PROJECT-23650119
  • [Presentation] Difficulty in evolutionary multiobjective optimization of discrete objective functions with different granularities2013

    • Author(s)
      H. Ishibuchi, M. Yamane, and Y. Nojima
    • Organizer
      7th International Conference on Evolutionary Multi-Criterion Optimization
    • Place of Presentation
      Sheffield, UK
    • Data Source
      KAKENHI-PROJECT-23650119
  • [Presentation] Evolution of cooperative strategies for iterated prisoner’s dilemma on networks2013

    • Author(s)
      H. Ishibuchi, T. Sudo, K. Hoshino, and Y. Nojima
    • Organizer
      Fifth International Conference on Computational Aspects of Social Networks
    • Place of Presentation
      Fargo, USA
    • Data Source
      KAKENHI-PUBLICLY-24120516
  • [Presentation] Neighborhood specification for game strategy evolution in a spatial iterated prisoner’s dilemma game2013

    • Author(s)
      H. Ishibuchi, K. Hoshino, and Y. Nojima
    • Organizer
      7th Learning and Intelligent Optimization Conference (LION 7)
    • Place of Presentation
      Catania, Italy
    • Year and Date
      2013-01-07
    • Data Source
      KAKENHI-PUBLICLY-24120516
  • [Presentation] Evolutionary computation for single-objective, multi-objective and many-objective optimization2013

    • Author(s)
      H. Ishibuchi
    • Organizer
      IEEE Workshop on Computational Intelligence: Theories, Applications and Future Directions
    • Place of Presentation
      Indian Institute of Technology Kanpur, India
    • Invited
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] How to strike a balance between local search and global search in multiobjective memetic algorithms for multiobjective 0/1 knapsack problems2013

    • Author(s)
      H. Ishibuchi, Y. Tanigaki, N. Akedo, and Y. Nojima
    • Organizer
      2013 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Cancun, Mexico
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Effects of duplicated objectives in many-objective optimization problems on the search behavior of hypervolume-based evolutionary algorithms2013

    • Author(s)
      H. Ishibuchi, M. Yamane, and Y. Nojima
    • Organizer
      2013 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making
    • Place of Presentation
      Singapore
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Effects of the number of opponents on the evolution of cooperation in the iterated prisoner’s dilemma2013

    • Author(s)
      H. Ishibuchi, T. Sudo, K. Hoshino, and Y. Nojima
    • Organizer
      2013 IEEE International Conference on Systems, Man, and Cybernetics
    • Place of Presentation
      Manchester, UK
    • Data Source
      KAKENHI-PUBLICLY-24120516
  • [Presentation] Difficulties in choosing a single final classifier from non-dominated solutions in multiobjective fuzzy genetics-based machine learning2013

    • Author(s)
      H. Ishibuchi and Y. Nojima
    • Organizer
      2013 Joint IFSA World Congress NAFIPS Annual Meeting
    • Place of Presentation
      Edmonton, Canada
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Relation between Neighborhood Size and MOEA/D Performance on Many-Objective Problems2013

    • Author(s)
      H. Ishibuchi, N. Akedo, Y. Nojima
    • Organizer
      7th International Conference on Evolutionary Multi-Criterion Optimization
    • Place of Presentation
      Sheffield, UK
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Many-objective and many-variable test problems for visual examination of multiobjective search2013

    • Author(s)
      H. Ishibuchi, M. Yamane, N. Akedo, and Y. Nojima
    • Organizer
      2013 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Cancun, Mexico
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Hot Issues in Evolutionary Many-Objective Optimization2012

    • Author(s)
      H. Ishibuchi
    • Organizer
      6th International Conference on Genetic and Evolutionary Computing
    • Place of Presentation
      北九州市(招待講演)
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] EMO Algorithms on Correlated Many-Objective Problems with Different Correlation Strength2012

    • Author(s)
      H. Ishibuchi, N. Akedo, Y. Nojima
    • Organizer
      2012 World Automation Congress
    • Place of Presentation
      Puerto Vallarta, Mexico
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Problem formulation of interactive evolutionary computation with minimum requirement for human user’s fitness evaluation ability2012

    • Author(s)
      H. Ishibuchi, K. Hoshino, and Y. Nojima
    • Organizer
      16th Asia Pacific Symposium on Intelligent and Evolutionary Systems
    • Place of Presentation
      京都
    • Data Source
      KAKENHI-PROJECT-23650119
  • [Presentation] Two-Objective Solution Set Optimization to Maximize Hypervolume and Decision Space Diversity in Multiobjective Optimization2012

    • Author(s)
      H. Ishibuchi, M. Yamane, N. Akedo, Y. Nojima
    • Organizer
      Joint 6th International Conference on Soft Computing and Intelligent Systems, and 13 th International Symposium on Advanced Intelligent Systems
    • Place of Presentation
      神戸市
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Effects of Discrete Objective Functions with Different Granularities on the Search Behavior of EMO Algorithms2012

    • Author(s)
      Hisao Ishibuchi, Masakazu Yamane and Yusuke Nojima
    • Organizer
      Genetic and Evolutionary Computation Conference - GECCO 2012
    • Place of Presentation
      Philadelphia, USA
    • Data Source
      KAKENHI-PROJECT-23650119
  • [Presentation] Fuzzy genetics-based machine learning2012

    • Author(s)
      H. Ishibuchi
    • Organizer
      9th International Conference on Simulated Evolution and Learning (SEAL 2012)
    • Place of Presentation
      Hanoi, Vietnam
    • Year and Date
      2012-12-16
    • Invited
    • Data Source
      KAKENHI-PUBLICLY-24120516
  • [Presentation] Strategy evolution in a spatial IPD game where each agent is not allowed to play against itself2012

    • Author(s)
      H. Ishibuchi, K. Hoshino, and Y. Nojima
    • Organizer
      2012 IEEE Congress on Evolutionary Computation (IEEE CEC 2012)
    • Place of Presentation
      Brisbane, Australia
    • Year and Date
      2012-06-10
    • Data Source
      KAKENHI-PUBLICLY-24120516
  • [Presentation] Recombination of Similar Parents in SMS-EMOA on Many-objective 0/1 Knapsack problems2012

    • Author(s)
      H. Ishibuchi, N. Akedo, Y. Nojima
    • Organizer
      12th International Conference on Parallel Problem Solving from Nature
    • Place of Presentation
      Taormina, Italy
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Evolution of strategies in a spatial IPD Game with a number of different representation schemes2012

    • Author(s)
      H. Ishibuchi, K. Hoshino, and Y. Nojima
    • Organizer
      2012 IEEE Congress on Evolutionary Computation (IEEE CEC 2012)
    • Place of Presentation
      Brisbane, Australia
    • Year and Date
      2012-06-10
    • Data Source
      KAKENHI-PUBLICLY-24120516
  • [Presentation] Problem formulation of interactive evolutionary computation with minimum requirement for human user's fitness evaluation ability2012

    • Author(s)
      H. Ishibuchi, K. Hoshino, and Y. Nojima
    • Organizer
      Proc. of 16th Asia Pacific Symposium on Intelligent and Evolutionary Systems
    • Place of Presentation
      Kyoto, Japan
    • Data Source
      KAKENHI-PROJECT-23650119
  • [Presentation] Fuzzy rule-based classifier design as understandable decision making systems2012

    • Author(s)
      H. Ishibuchi
    • Organizer
      4th International Conference on Intelligent Human-Machine Systems and Cybernetics
    • Place of Presentation
      Nanchang, China
    • Year and Date
      2012-08-26
    • Invited
    • Data Source
      KAKENHI-PUBLICLY-24120516
  • [Presentation] Effects of discrete objective functions with different granularities on the search behavior of EMO algorithms2012

    • Author(s)
      H. Ishibuchi, M. Yamane, and Y. Nojima
    • Organizer
      Proc. of 2012 Genetic and Evolutionary Computation Conference
    • Place of Presentation
      Philadelphia, USA
    • Data Source
      KAKENHI-PROJECT-23650119
  • [Presentation] A many-objective test problem for visually examining diversity maintenance behavior in a decision space2011

    • Author(s)
      H.Ishibuchi, N.Akedo, Y.Nojima
    • Organizer
      2011 Genetic and Evolutionary Computation Conference
    • Place of Presentation
      Dublin, Ireland
    • Year and Date
      2011-07-14
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Behavior of EMO algorithms on many-objective optimization problems with correlated objectives2011

    • Author(s)
      H. Ishibuchi, N. Akedo, H. Ohyanagi, and Y. Nojima
    • Organizer
      2011 IEEE Congress on Evolutionary Computation(CEC 2011)
    • Place of Presentation
      米国ニューオーリンズ市
    • Year and Date
      2011-06-07
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Many-objective test problems with multiple Pareto optimal regions in a decision space2011

    • Author(s)
      H.Ishibuchi, N.Akedo, H.Ohyanagi, Y.Hitotsuyanagi, Y.Nojima
    • Organizer
      2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making
    • Place of Presentation
      Paris, France
    • Year and Date
      2011-04-12
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Effects of the existence of highly correlated objectives on the behavior of MOEA/D2011

    • Author(s)
      H.Ishibuchi, Y.Hitotsuyanagi, H.Ohyanagi, Y.Nojima
    • Organizer
      Sixth International Conference on Evolutionary Multi-Criterion Optimization
    • Place of Presentation
      Ouro Preto, Brazil
    • Year and Date
      2011-04-06
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Fuzzy rule-based classifier design : From heuristic rule extraction to multi-objective optimization2011

    • Author(s)
      H.Ishibuchi
    • Organizer
      7th Bi-Annual Statistics Congress of Turkish Statistical Association
    • Place of Presentation
      Antalya, Turkey(招待講演)
    • Year and Date
      2011-05-30
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Effects of the existence of highly correlated objectives on the behavior of MOEA/D2011

    • Author(s)
      H. Ishibuchi, Y. Hitotsuyanagi, H. Ohyanagi, and Y. Nojima
    • Organizer
      Sixth International Conference on Evolutionary Multi-Criterion Optimization(EMO 2011)
    • Place of Presentation
      ブラジルオオーロ・プレット市
    • Year and Date
      2011-04-06
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Indicator-based evolutionary algorithm with hypervolume approximation by achievement scalarizing functions2011

    • Author(s)
      H.Ishibuchi
    • Organizer
      Genetic and Evolutionary Computation Conference
    • Place of Presentation
      米国ポートランド市
    • Year and Date
      2011-07-11
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Behavior of EMO algorithms on many-objective optimization problems with correlated objectives2011

    • Author(s)
      H.Ishibuchi, N.Akedo, H.Ohyanagi, Y.Nojima
    • Organizer
      2011 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      New Orleans, USA
    • Year and Date
      2011-06-07
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] A many-objective test problem for visually examining diversity maintenance behavior in a decision space2011

    • Author(s)
      H. Ishibuchi, N. Akedo, and Y. Nojima
    • Organizer
      Genetic and Evolutionary Computation Conference(GECCO 2011)
    • Place of Presentation
      アイルランドダブリン市
    • Year and Date
      2011-07-14
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Indicator-based evolutionary algorithm with hypervolume approximation by achievement scalarizing functions2010

    • Author(s)
      H. Ishibuchi, N. Tsukamoto, Y. Sakane, and Y. Nojima
    • Organizer
      Genetic and Evolutionary Computation Conference(GECCO 2010)
    • Place of Presentation
      米国ポートランド市
    • Year and Date
      2010-07-11
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Simultaneous use of different scalarizing functions in MOEA/D2010

    • Author(s)
      H. Ishibuchi, Y. Sakane, N. Tsukamoto, and Y. Nojima
    • Organizer
      Genetic and Evolutionary Computation Conference(GECCO 2010)
    • Place of Presentation
      米国ポートランド市
    • Year and Date
      2010-07-11
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Indicator-based evolutionary algorithm with hypervolume approximation by achievement scalarizing functions2010

    • Author(s)
      H.Ishibuchi, N.Tsukamoto, Y.Sakane, Y.Nojima
    • Organizer
      Genetic and Evolutionary Computation Conference
    • Place of Presentation
      米国ポートランド市Marriott Downtown Waterfront
    • Year and Date
      2010-07-11
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Simultaneous use of different scalarizing functions in MOEA/D2010

    • Author(s)
      H.Ishibuchi
    • Organizer
      Genetic and Evolutionary Computation Conference
    • Place of Presentation
      米国ポートランド市
    • Year and Date
      2010-07-11
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Simultaneous use of different scalarizing functions in MOEA/D2010

    • Author(s)
      H.Ishibuchi, Y.Sakane, N.Tsukamoto, Y.Nojima
    • Organizer
      Genetic and Evolutionary Computation Conference
    • Place of Presentation
      米国ポートランド市Marriott Downtown Waterfront
    • Year and Date
      2010-07-11
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Recent trends in evolutionary multiobjective optimization research2010

    • Author(s)
      H.Ishibuchi
    • Organizer
      14th Asia Pacific Symposium on Intelligent and Evolutionary Systems
    • Place of Presentation
      広島県廿日市市宮島町国民宿舎みやじま杜の宿
    • Year and Date
      2010-11-20
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Multiobjective genetic fuzzy systems-Accurate and interpretable fuzzy rule-based classifier design2009

    • Author(s)
      H.Ishibuchi
    • Organizer
      9th International Conference on Intelligent Systems Design and Applications,
    • Place of Presentation
      ピサ大学(イタリア)
    • Year and Date
      2009-11-30
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Selecting a small number of representative non-dominated solutions by a hypervolume-based solution selection approach2009

    • Author(s)
      H.Ishibuchi
    • Organizer
      IEEE International Conference on Fuzzy Systems
    • Place of Presentation
      韓国済州島
    • Year and Date
      2009-08-23
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Evolutionary multiobjective optimization and fuzzy system design2009

    • Author(s)
      H.Ishibuchi
    • Organizer
      22nd International Conference on Industrial on Engineering & Other Applications of Applied Intelligent Systems
    • Place of Presentation
      台南市(台湾)
    • Year and Date
      2009-06-26
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Selecting a small number of representative non-dominated solutions by a hypervolume-based solution selection approach2009

    • Author(s)
      H. Ishibuchi, Y. Sakane, N. Tsukamoto, and Y. Nojima
    • Organizer
      IEEE International Conference on Fuzzy Systems(FUZZ-IEEE 2009)
    • Place of Presentation
      韓国済州島
    • Year and Date
      2009-08-23
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Effectiveness of scalability improvement attempts on the performance of NSGA-II for many-objective problems2008

    • Author(s)
      H.Ishibuchi
    • Organizer
      Genetic and Evolutionary Computation Conference
    • Place of Presentation
      米国アトランタ
    • Year and Date
      2008-07-14
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Evolutionary many-objective optimization : A short review2008

    • Author(s)
      H.Ishibuchi
    • Organizer
      IEEE Congress on Evolutionary Computation
    • Place of Presentation
      香港
    • Year and Date
      2008-06-05
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Maintaining the diversity of solutions by non-geometric binary crossover : A worst one-max solver competition case study2008

    • Author(s)
      Hisao Ishibuchi
    • Organizer
      Genetic and Evolutionary Computation Conference
    • Place of Presentation
      米国アトランタ
    • Year and Date
      2008-07-15
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Evolutionary many-objective optimization : A short review2008

    • Author(s)
      H. Ishibuchi, N. Tsukamoto, Y. Sakane, and Y. Nojima
    • Organizer
      IEEE Congress on Evolutionary Computation(CEC 2008)
    • Place of Presentation
      中国香港
    • Year and Date
      2008-06-05
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Effectiveness of scalability improvement attempts on the performance of NSGA-II for many-objective problems2008

    • Author(s)
      H. Ishibuchi, N. Tsukamoto, Y. Hitotsuyanagi, and Y. Nojima
    • Organizer
      Genetic and Evolutionary Computation Conference(GECCO 2008)
    • Place of Presentation
      米国アトランタ市
    • Year and Date
      2008-07-14
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Scalability of multiobjective genetic local search to many-objective problems : Knapsack problem case studies2008

    • Author(s)
      Hisao Ishibuchi
    • Organizer
      IEEE Congress on Evolutionary Computation
    • Place of Presentation
      香港
    • Year and Date
      2008-06-05
    • Data Source
      KAKENHI-PROJECT-20300084
  • [Presentation] Hot issues in evolutionary multiobjective optimization2007

    • Author(s)
      Hisao, Ishibuchi
    • Organizer
      IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Singapore
    • Year and Date
      2007-09-27
    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] Hot issues in evolutionary multiobjective optimization2007

    • Author(s)
      Hisao Ishibuchi
    • Organizer
      2007 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      シンガポール
    • Year and Date
      2007-09-27
    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] Effects of the use of non-geometric binary crossover on evolutionary multiobiective optimization2007

    • Author(s)
      Hisao Ishibuchi
    • Organizer
      2007 Genetic and Evolutionary Computation Conference
    • Place of Presentation
      英国 ロンドン
    • Year and Date
      2007-07-11
    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] Choosing extreme parents for diversity improvement in evolutionary multiobjective optimization algorithms2007

    • Author(s)
      Hisao Ishibuchi
    • Organizer
      2007 IEEE International Conference on Systems, Man and Cybernetics
    • Place of Presentation
      カナダ モントリオール
    • Year and Date
      2007-10-08
    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] Effects of the use of non-geometric binary crossover on evolutionary multiobjective optimization2007

    • Author(s)
      Hisao, Ishibuchi
    • Organizer
      Genetic and Evolutionary Computation Conference
    • Place of Presentation
      London, UK
    • Year and Date
      2007-07-11
    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] Choosing extreme parents for diversity improvement in evolutionary multiobjective optimization algorithms2007

    • Author(s)
      Hisao, Ishibuchi
    • Organizer
      IEEE International Conference on Systems, Man and Cybernetics
    • Place of Presentation
      Montreal, Canada
    • Year and Date
      2007-10-08
    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] Effbcts of the use of non-geometric binary crossover on evolutionary multiobjective optimization2007

    • Author(s)
      Hisao Ishibuchi
    • Organizer
      2007 Genetic and Evolutionary Computation Conference
    • Place of Presentation
      英国 ロンドン
    • Year and Date
      2007-07-11
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] Comparison between single-objective and multi-objective genetic algorithms:Performance comparison and performance measures2006

    • Author(s)
      Hisao Ishibuchi
    • Organizer
      2006 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      カナダ バンクーバー
    • Year and Date
      2006-07-18
    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] Incorporation of decision maker's preference into evolutionary multiobjective optimization algorithms2006

    • Author(s)
      Hisao Ishibuchi
    • Organizer
      2006 Genetic and Evolutionary Computation Conference
    • Place of Presentation
      米国 シアトル
    • Year and Date
      2006-07-18
    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] Incorporation of decision maker's preference into evolutionary multiobjective optimization algorithms2006

    • Author(s)
      Hisao, Ishibuchi
    • Organizer
      Genetic and Evolutionary Computation Conference
    • Place of Presentation
      Seattle, USA
    • Year and Date
      2006-07-11
    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] Comparison between single-objective and multi-objective genetic algorithms: Performance comparison and performance measures2006

    • Author(s)
      Hisao, Ishibuchi
    • Organizer
      IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2006-07-18
    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] Comparison of evolutionary multiobjective optimization with reference solution-based single-objective approach2005

    • Author(s)
      Hisao Ishibuchi
    • Organizer
      2005 Genetic and Evolutionary Computation Conference
    • Place of Presentation
      米国 ワシントンDC
    • Year and Date
      2005-06-27
    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] Comparison of evolutionary multiobjective optimization with reference solution-based single-objective approach2005

    • Author(s)
      Hisao, Ishibuchi
    • Organizer
      Genetic and Evolutionary Computation Conference
    • Place of Presentation
      Washington DC, USA
    • Year and Date
      2005-06-27
    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] Spatial implementation of evolutionary multiobjective algorithms with partial Lamarckian repair for multiobjective knapsack problems2005

    • Author(s)
      Hisao, Ishibuchi
    • Organizer
      5th International Conference on Hybrid Intelligent Systems
    • Place of Presentation
      Rio de Janeiro, Brazil
    • Year and Date
      2005-11-07
    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] Spatial implementation of evolutionary multiobjective algorithms with partial Lamarckian repair for multiobiective knapsack problems2005

    • Author(s)
      Hisao Ishibuchi
    • Organizer
      5th International Conference on Hybrid Intelligent Systems
    • Place of Presentation
      ブラレル リオデジャネイロ
    • Year and Date
      2005-11-07
    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] An empirical study on the handling of overlapping solutions in evolutionary multiobjective optimization2005

    • Author(s)
      Hisao, Ishibuchi
    • Organizer
      Genetic and Evolutionary Computation Conference
    • Place of Presentation
      Washington DC, USA
    • Year and Date
      2005-06-27
    • Description
      「研究成果報告書概要(欧文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] An empirical study on the handling of overlapping solutions in evolutionary multiobjective optimization2005

    • Author(s)
      Hisao Ishibuchi
    • Organizer
      2005 Genetic and Evolutionary Computation Conference
    • Place of Presentation
      米国 ワシントンDC
    • Year and Date
      2005-06-27
    • Description
      「研究成果報告書概要(和文)」より
    • Data Source
      KAKENHI-PROJECT-17300075
  • [Presentation] A comparison of multi-objective evolutionary algorithms for the ontology meta-matching problem

    • Author(s)
      G. Acampora, H. Ishibuchi, and A. Vitiello
    • Organizer
      2014 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Beijing, China
    • Year and Date
      2014-07-06 – 2014-07-11
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Research topics in evolutionary many-objective optimization

    • Author(s)
      H. Ishibuchi
    • Organizer
      18th Asia Pacific Symposium on Intelligent and Evolutionary Systems
    • Place of Presentation
      Singapore
    • Year and Date
      2014-11-10 – 2014-11-12
    • Invited
    • Data Source
      KAKENHI-PROJECT-26540128
  • [Presentation] Modified distance calculation in generational distance and inverted generational distance

    • Author(s)
      H. Ishibuchi, H. Masuda, Y. Tanigaki, and Y. Nojima
    • Organizer
      8th International Conference on Evolutionary Multi-Criterion Optimization
    • Place of Presentation
      Guimaraes, Portugal
    • Year and Date
      2015-03-29 – 2015-04-01
    • Data Source
      KAKENHI-PROJECT-26540128
  • [Presentation] Meta-level multi-objective formulations of set optimization for multi-objective optimization problems: Multi-reference point approach to hypervolume maximization

    • Author(s)
      H. Ishibuchi, H. Masuda, and Y. Nojima
    • Organizer
      2014 Genetic and Evolutionary Computation Conference
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2014-07-12 – 2014-07-16
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Review of coevolutionary developments of evolutionary multi-objective and many-objective algorithms and test problems

    • Author(s)
      H. Ishibuchi, H. Masuda, Y. Tanigaki, and Y. Nojima
    • Organizer
      2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making
    • Place of Presentation
      Orlando, Florida, USA
    • Year and Date
      2014-12-09 – 2014-12-12
    • Data Source
      KAKENHI-PROJECT-26540128
  • [Presentation] Difficulties in specifying reference points to calculate the inverted generational distance for many-objective optimization problems

    • Author(s)
      H. Ishibuchi, H. Masuda, Y. Tanigaki, and Y. Nojima
    • Organizer
      2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making
    • Place of Presentation
      Orlando, Florida, USA
    • Year and Date
      2014-12-09 – 2014-12-12
    • Data Source
      KAKENHI-PROJECT-26540128
  • [Presentation] Offline design of interactive evolutionary algorithms with different genetic operators at each generation

    • Author(s)
      H. Ishibuchi, T. Sudo, K. Ueba, and Y. Nojima
    • Organizer
      18th Asia Pacific Symposium on Intelligent and Evolutionary Systems
    • Place of Presentation
      Singapore
    • Year and Date
      2014-12-10 – 2014-12-12
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Multi-objective evolutionary fuzzy rule-based classifier design

    • Author(s)
      H. Ishibuchi
    • Organizer
      13th International Conference on Artificial Intelligence and Soft Computing
    • Place of Presentation
      Zakopane, Poland
    • Year and Date
      2014-06-01 – 2014-06-05
    • Invited
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Visual examination of the behavior of EMO algorithms for many-objective optimization with many decision variables

    • Author(s)
      H. Masuda, Y. Nojima, and H. Ishibuchi
    • Organizer
      2014 IEEE Congress on Evolutionary Computation
    • Place of Presentation
      Beijing, China
    • Year and Date
      2014-07-06 – 2014-07-11
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Review of coevolutionary developments of evolutionary multi-objective and many-objective algorithms and test problems

    • Author(s)
      H. Ishibuchi, H. Masuda, Y. Tanigaki, and Y. Nojima
    • Organizer
      2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making
    • Place of Presentation
      Orlando, Florida, USA
    • Year and Date
      2014-12-09 – 2014-12-12
    • Data Source
      KAKENHI-PROJECT-24300090
  • [Presentation] Distance-based analysis of crossover operators for many-objective knapsack problems

    • Author(s)
      H. Ishibuchi, Y. Tanigaki, H. Masuda, and Y. Nojima
    • Organizer
      13th International Conference on Parallel Problem Solving from Nature
    • Place of Presentation
      Ljubljana, Slovenia
    • Year and Date
      2014-09-13 – 2014-09-17
    • Data Source
      KAKENHI-PROJECT-24300090
  • 1.  TANAKA Hideo (20081408)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 2.  NOJIMA YUSUKE
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 12 results
  • 3.  IMADA RYO
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 4.  DOI KEN
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 5.  SETOGUCHI YU
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 6.  TANIGAKI YUKI
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 4 results
  • 7.  HIROYUKI MASUDA
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 8.  TURKSEN Ismail B
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  TURKSEN Isa
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 10.  ISMAIL B.Tur
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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