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Software Reliability Evaluation under Quasi-Random Testing

Research Project

Project/Area Number 21510167
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionNanzan University

Principal Investigator

OSAKI Shunji  南山大学, 情報理工学部, 教授 (10034399)

Co-Investigator(Kenkyū-buntansha) FUSHIMI Masanori  南山大学, 情報理工学学部, 教授 (70008639)
AOYAMA Mikio  南山大学, 情報理工学部, 教授 (40278073)
DOHI Tadashi  広島大学, 大学院・工学研究科, 教授 (00243600)
OKAMURA Hiroyuki  広島大学, 大学院・工学研究科, 准教授 (10311812)
Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2011: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2010: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2009: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsソフトウェア / ランダムテスト / 超一様分布列 / 信頼性評価 / 設計評価 / ソフトウェアテスト / ソフトウェア信頼性 / 疑似乱数生成 / ベイズ推定 / ベイジアンネットワーク / マルコフ連鎖モンテカルロ法 / ソフトウェア信頼性評価 / 擬似乱数生成
Research Abstract

The research project has developed the methods for validation and verification of software testing and evaluation of software reliability in order to guarantee the quality of software products. More precisely, we have developed (i) test case generation using quasi-random testing and improved random testing from the ordinary random testing and (ii) refinement of techniques of software reliability evaluation based on the(quasi) random testing environment.

Report

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

    (64 results)

All 2011 2010 2009

All Journal Article (43 results) (of which Peer Reviewed: 21 results) Presentation (21 results)

  • [Journal Article] Towards quantitative software reliability assessment in incremental development processes2011

    • Author(s)
      T. Fujii, T. Dohi and T. Fujiwara
    • Journal Title

      Proceedings of 33rd International Conference on Software Engineering(ICSE-2011)

      Pages: 41-50

    • Related Report
      2011 Final Research Report
  • [Journal Article] Continuous software reliability models-How good are they?2011

    • Author(s)
      L. Z. Jin, T. Dohi and S. Osaki
    • Journal Title

      Proceedings of the International Conference on Quality, Reliability, Maintenance and Safety Engineering(ICQR2MSE 2011)

      Pages: 418-423

    • Related Report
      2011 Final Research Report
  • [Journal Article] Software reliability growth model with normal distribution and its parameter estimation2011

    • Author(s)
      H. Okamura, T. Dohi and S. Osaki
    • Journal Title

      Proceedings of the International Conference on Quality, Reliability, Maintenance and Safety Engineering(ICQR2MSE 2011)

      Pages: 424-429

    • Related Report
      2011 Final Research Report
  • [Journal Article] Non-parametric bootstrapping in software reliability assessment2011

    • Author(s)
      R. Hakozaki and T. Dohi
    • Journal Title

      Proceedings of the 7th International Conference on Mathematical Methods in Reliability,-Theory, Methods and Applications-(MMR-2010)

      Pages: 207-213

    • Related Report
      2011 Final Research Report
  • [Journal Article] Semi-parametric approach for software reliability evaluation using mixed gamma distributions2011

    • Author(s)
      H. Okamura, T. Hirata and T. Dohi
    • Journal Title

      Proceedings of the 7th International Conference on Mathematical Methods in Reliability,-Theory, Methods and Applications-(MMR-2010)

      Pages: 390-396

    • Related Report
      2011 Final Research Report
  • [Journal Article] Quantifying the effectiveness of testing efforts on software fault detection with a logit software reliability growth model2011

    • Author(s)
      H. Okamura, Y. Etani and T. Dohi
    • Journal Title

      Proceedings of 2011 Joint Conference of the 21st International Workshop on Software Measurement(IWSM-2011) and the 6th International Conference on Software Process and Product Measurement(MENSURA-2011)

      Pages: 62-68

    • Related Report
      2011 Final Research Report
  • [Journal Article] On the effect of the order of test cases in the modified exponential software reliability growth model2011

    • Author(s)
      K. Okumura, H. Okamura and T. Dohi
    • Journal Title

      Proceedings of 2011 Second International Conference on Networking and Computing(ICNC-2011)

      Pages: 294-296

    • Related Report
      2011 Final Research Report
  • [Journal Article] Bayesian inference for credible intervals of optimal software release time2011

    • Author(s)
      H. Okamura, T. Dohi and S. Osaki, T.-H. Kim, H. Adeli, H.-K. Kim, H.-J. Kang, K. J. Kim, A. Kiumi and B.-H. Kang, eds
    • Journal Title

      Advances in Software Engineering & Its Applications(ASEA 2011), Communications in Computer and Information Science

      Volume: vol.257 Pages: 377-384

    • Related Report
      2011 Final Research Report
  • [Journal Article] ソフトウェアメトリクスに基づいた混合ポアソン信頼性モデルに関する考察2011

    • Author(s)
      池本真也, 土肥正
    • Journal Title

      ソフトウェアシンポジウム' 11論文集(ソフトウェア技術者協会)

      Pages: 6-6

    • Related Report
      2011 Final Research Report
  • [Journal Article] ソフトウェア信頼性評価尺度の推定精度向上に関するリサンプリング手法の提案2011

    • Author(s)
      岡村寛之, 土肥正
    • Journal Title

      ソフトウェアシンポジウム' 11論文集(ソフトウェア技術者協会)

      Pages: 10-10

    • Related Report
      2011 Final Research Report
  • [Journal Article] Towards quantitative software reliability assessment in incremental development processes2011

    • Author(s)
      T.Fujii, T.Dohi, T.Fujiwara
    • Journal Title

      Proceedings of 33rd International Conference on Software Engineering (ICSE-2011)

      Pages: 41-50

    • DOI

      10.1145/1985793.1985800

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Continuous software reliability models-How good are they?-2011

    • Author(s)
      L.Z.Jin, T.Dohi, S.Osaki
    • Journal Title

      Proceedings of the International Conference on Quality, Reliability, Maintenance and Safety Engineering (ICQR2MSE 2011)

      Pages: 418-423

    • DOI

      10.1109/icqr2mse.2011.5976641

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Software reliability growth model with normal distribution and its parameter estimation2011

    • Author(s)
      H.Okamura, T.Dohi, S.Osaki
    • Journal Title

      Proceedings of the International Conference on Quality, Reliability, Maintenance and Safety Engineering (ICQR2MSE 2011)

      Pages: 424-429

    • DOI

      10.1109/icqr2mse.2011.5976642

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Non-parametric bootstrapping in software reliability assessment2011

    • Author(s)
      R.Hakozaki, T.Dohi
    • Journal Title

      Proceedings of the 7th International Conference on Mathematical Methods in Reliability,-Theory, Methods and Applications-(MMR-2010)

      Pages: 207-213

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Semi-parametric approach for software reliability evaluation using mixed gamma distributions2011

    • Author(s)
      H.Okamura, T.Hirata, T.Dohi
    • Journal Title

      Proceedings of the 7th International Conference on Mathematical Methods in Reliability,-Theory, Methods and Applications-(MMR-2010)

      Pages: 390-296

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Quantifying the effectiveness of testing efforts on software fault detection with a logit software reliability growth model2011

    • Author(s)
      H.Okamura, Y.Etani, T.Dohi
    • Journal Title

      Proceedings of 2011 Joint Conference of the 21st International Workshop on Software Measurement (IWSM-2011) and the 6th International Conference on Software Process and Product Measurement (MENSURA-2011)

      Pages: 62-68

    • DOI

      10.1109/iwsm-mensura.2011.26

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On the effect of the order of test cases in the modified exponential software reliability growth model2011

    • Author(s)
      K.Okumura, H.Okamura, T.Dohi
    • Journal Title

      Proceedings of 2011 Second International Conference on Networking and Computing (ICNC-2011)

      Pages: 294-296

    • DOI

      10.1109/icnc.2011.55

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Bayesian inference for credible intervals of optimal software release time2011

    • Author(s)
      H.Okamura, T.Dohi, S.Osaki
    • Journal Title

      Advances in Software Engineering & Its Applications (ASEA 2011), Communications in Computer and Information Science

      Pages: 377-384

    • DOI

      10.1007/978-3-642-27207-3_41

    • ISBN
      9783642272066, 9783642272073
    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ソフトウェアメトリクスに基づいた混合ポアソン信頼性モデルに関する考察2011

    • Author(s)
      池本真也, 土肥正
    • Journal Title

      ソフトウェアシンポジウム'11論文集

      Pages: 6-6

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ソフトウェア信頼性評価尺度の推定精度向上に関するリサンプリング手法の提案2011

    • Author(s)
      岡村寛之, 土肥正
    • Journal Title

      ソフトウェアシンポジウム'11論文集

      Pages: 10-10

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Implementation of a 5-term GFSR Random Number Generator for Parallel Computations2010

    • Author(s)
      H. Miyazawa and M. Fushimi
    • Journal Title

      Lecture Notes in Operations Research

      Volume: 10 Pages: 448-452

    • Related Report
      2011 Final Research Report
  • [Journal Article] Shift Scheduling problems in Nanzan University entrance examinations-their formulation and implementation2010

    • Author(s)
      A. Suzuki, K. Yamamoto, N. Ito and M. Fushimi
    • Journal Title

      Lecture Notes in Operations Research

      Volume: 10 Pages: 461-468

    • Related Report
      2011 Final Research Report
  • [Journal Article] Identifying statistical failure mechanism of web server systems : measurement and reliability analysis2010

    • Author(s)
      T. Fujii and T. Dohi
    • Journal Title

      International Journal of Business Intelligence and Data Mining

      Volume: 5 Pages: 156-171

    • Related Report
      2011 Final Research Report
  • [Journal Article] マルコフ連鎖モンテカルロ法によるソフトウェアテストケースの設計2010

    • Author(s)
      岡村寛之, 周搏, 土肥正
    • Journal Title

      ソフトウェアテストシンポジウム2010東京(JaSST' 10)論文集

      Pages: 54-59

    • Related Report
      2011 Final Research Report
  • [Journal Article] Markov chain Monte Carlo random testing2010

    • Author(s)
      B. Zhou, H. Okamura and T. Dohi
    • Journal Title

      Advanced Computer Science and Information Technology

      Volume: 6059 Pages: 447-456

    • Related Report
      2011 Final Research Report
  • [Journal Article] A multi-factor software reliability model based on logistic regression2010

    • Author(s)
      H. Okamura and T. Dohi
    • Journal Title

      Proceedings of 21st IEEE International Symposium on Software Reliability Engineering

      Pages: 31-40

    • Related Report
      2011 Final Research Report
  • [Journal Article] A note on quasi-Monte Carlo simulation for non-homogeneous Markov chains2010

    • Author(s)
      K. Yamana, H. Okamura and T. Dohi
    • Journal Title

      Proceedings of 4th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling

      Pages: 780-787

    • Related Report
      2011 Final Research Report
  • [Journal Article] A stochastic model under repair-limit replacement program with imperfect repair2010

    • Author(s)
      T. Dohi, N. Kaio and S. Osaki
    • Journal Title

      Proceedings of 4th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling

      Pages: 153-160

    • Related Report
      2011 Final Research Report
  • [Journal Article] Transient analysis of software availability models with rejuvenation2010

    • Author(s)
      T. Dohi, H. Okamura and S. Osaki
    • Journal Title

      Proceedings of 4th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling

      Pages: 169-176

    • NAID

      10016434586

    • Related Report
      2011 Final Research Report
  • [Journal Article] A simple approximation formula for reliability functions2010

    • Author(s)
      S. Osaki and M. Suzaki
    • Journal Title

      Proceedings of 4th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling

      Pages: 548-555

    • Related Report
      2011 Final Research Report
  • [Journal Article] Markov chain Monte Carlo random testing2010

    • Author(s)
      B.Zhou, H.Okamura, T.Dohi
    • Journal Title

      Advanced Computer Science and Information Technology, LNCS6059

      Pages: 447-456

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A multi-factor software reliability model based on logistic regression2010

    • Author(s)
      H.Okamura, T.Dohi
    • Journal Title

      Proceedings of 21^<st> IEEE International Symposium on Software Reliability Engineering

      Pages: 31-40

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A note on quasi-Monte Carlo simulation for non-homogeneous Markov chains2010

    • Author(s)
      K.Yamada, H.Okamura, T.Dohi
    • Journal Title

      Proceedings of 4^<th> Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling

      Pages: 780-787

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A stochastic model under repair-limit replacement program with imperfect repair2010

    • Author(s)
      T.Dohi, N.Kaio, S.Osaki
    • Journal Title

      Proceedings of 4^<th> Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling

      Pages: 153-160

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Transient analysis of software availability models with rejuvenation2010

    • Author(s)
      T.Dohi, H.Okamura, S.Osaki
    • Journal Title

      Proceedings of 4^<th> Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling

      Pages: 169-176

    • NAID

      10016434586

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A simple approximation formula for reliability functions2010

    • Author(s)
      S.Osaki, M.Suzaki
    • Journal Title

      Proceedings of 4^<th> Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling

      Pages: 548-555

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Implementation of a 5-term GFSR Random Number Generator for Parallel Computations2010

    • Author(s)
      H.Miyazawa, M.Fushimi
    • Journal Title

      Lecture Notes in Operations Research 10

      Pages: 448-452

    • Related Report
      2009 Annual Research Report
  • [Journal Article] Shift Scheduling problems in Nanzan University entrance examinations----their formulation and implementation2010

    • Author(s)
      A.Suzuki, K.Yamamoto, N.Ito, M.Fushimi
    • Journal Title

      Lecture Notes in Operations Research 10

      Pages: 461-468

    • Related Report
      2009 Annual Research Report
  • [Journal Article] Identifying statistical failure mechanism of web server systems : measurement and reliability analysis2010

    • Author(s)
      T.Fujii, T.Dohi
    • Journal Title

      International Journal of Business Intelligence and Data Mining 5

      Pages: 156-171

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] マルコフ連鎖モンテカルロ法によるソフトウェアテストケースの設計2010

    • Author(s)
      岡村寛之, 周搏, 土肥正
    • Journal Title

      ソフトウェアテストシンポジウム2010東京(JaSST'10)論文集

      Pages: 54-59

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 4手じゃんけんモデルによるリーダー選挙アルゴリズム:確率的解析と漸近挙動2009

    • Author(s)
      須崎政文, 尾崎俊治
    • Journal Title

      電子情報通信学期論文誌 J92-A

      Pages: 571-575

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Wavelet-based approach for estimating software reliability2009

    • Author(s)
      X.Xiao, T.Dohi
    • Journal Title

      Proceedings of 20th International Symposium on Software Reliability Engineering(ISSRE'09)

      Pages: 11-20

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Non-homogeneous inverse Gaussian software reliability models2009

    • Author(s)
      L.-Z.Jin, T.Dohi
    • Journal Title

      Proceedings of 7th International Conference on Quality Software(QSIC 2009)

      Pages: 444-451

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] ソフトウェアメトリクスを考慮したソフトウェア信頼性評価の一般化2011

    • Author(s)
      恵谷勇介, 岡村寛之, 土肥正
    • Organizer
      電子情報通信学会技術研究報告(信頼性研究会)
    • Place of Presentation
      東京都
    • Year and Date
      2011-12-16
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] ソフトウェアメトリクスに基づいた混合ポアソン信頼性モデルに関する考察2011

    • Author(s)
      池本真也, 土肥正
    • Organizer
      平成23年度電気・情報関連学会中国支部第62回連合大会
    • Place of Presentation
      広島市
    • Year and Date
      2011-10-22
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] ソフトウェアメトリクスを考慮した統一的なソフトウェア信頼性モデルの提案2011

    • Author(s)
      恵谷勇介, 岡村寛之, 土肥正
    • Organizer
      平成23年度電気・情報関連学会中国支部第62回連合大会
    • Place of Presentation
      広島市
    • Year and Date
      2011-10-22
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] ソフトウェアテスト実行順序を考慮した指数修正形信頼性モデルを用いたパラメータ推定精度向上に関する考察2011

    • Author(s)
      奥村圭, 岡村寛之, 土肥正
    • Organizer
      平成23年度電気・情報関連学会中国支部第62回連合大会
    • Place of Presentation
      広島市
    • Year and Date
      2011-10-22
    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Presentation] 単体テストデータを用いたソフトウェア信頼性評価に関する一考察2010

    • Author(s)
      岡村寛之, 土肥正
    • Organizer
      電子情報通信学会技術研究報告(信頼性研究会)
    • Place of Presentation
      東京都
    • Year and Date
      2010-12-17
    • Related Report
      2011 Final Research Report
  • [Presentation] ソフトウェアテストにおける残存フォールト数の推定.パラメトリックブートストラップ法~2010

    • Author(s)
      金石俊雄, 土肥正
    • Organizer
      電子情報通信学会技術研究報告(信頼性研究会)
    • Place of Presentation
      東京都
    • Year and Date
      2010-12-17
    • Related Report
      2011 Final Research Report
  • [Presentation] 単体テストデータを用いたソフトウェア信頼性評価に関する一考察2010

    • Author(s)
      岡村寛之, 土肥正
    • Organizer
      電子情報通信学会技術研究報告(信頼性研究会)
    • Place of Presentation
      機械振興会館
    • Year and Date
      2010-12-17
    • Related Report
      2010 Annual Research Report
  • [Presentation] ソフトウェアテストにおける残存フォールト数の推定~パラメトリックブートストラップ法~2010

    • Author(s)
      金石俊雄, 土肥正
    • Organizer
      電子情報通信学会技術研究報告(信頼性研究会)
    • Place of Presentation
      機械振興会館
    • Year and Date
      2010-12-17
    • Related Report
      2010 Annual Research Report
  • [Presentation] Enhancing performance of random testing through Markov chain Monte Carlo methods2010

    • Author(s)
      B. Zhou, H. Okamura and T. Dohi
    • Organizer
      The 12th International Symposium on High Assurance Systems Engineering
    • Place of Presentation
      San Jose, CA, USA
    • Year and Date
      2010-11-04
    • Related Report
      2011 Final Research Report
  • [Presentation] Enhancing performance of random testing through Markov chain Monte Carlo methods2010

    • Author(s)
      B.Zhou, H.Okamura, T.Dohi
    • Organizer
      The 12^<th> International Symposium on High Assurance Systems Engineering
    • Place of Presentation
      CISCO campus, San Jose, CA, USA
    • Year and Date
      2010-11-04
    • Related Report
      2010 Annual Research Report
  • [Presentation] Random testing based on Markov chain Monte Carlo method2010

    • Author(s)
      B. Zhou, H. Okamura and T. Dohi
    • Organizer
      平成21年度電気・情報関連学会中国支部第60回連合大会
    • Place of Presentation
      広島市
    • Year and Date
      2010-10-17
    • Related Report
      2011 Final Research Report
  • [Presentation] 核推定法に基づいたソフトウェア故障データの解析2010

    • Author(s)
      金石俊雄, 土肥正
    • Organizer
      電子情報通信学会技術研究報告(信頼性研究会)
    • Place of Presentation
      鳥取市
    • Year and Date
      2010-05-28
    • Related Report
      2011 Final Research Report
  • [Presentation] 動的なテスト環境要因を考慮したソフトウェア信頼性評価に関する-考察2010

    • Author(s)
      恵谷勇介, 岡村寛之, 土肥正
    • Organizer
      電子情報通信学会技術研究報告(信頼性研究会)
    • Place of Presentation
      鳥取市
    • Year and Date
      2010-05-28
    • Related Report
      2011 Final Research Report
  • [Presentation] 核推定法に基づいたソフトウェア故障データの解析2010

    • Author(s)
      金石俊雄, 土肥正
    • Organizer
      電子情報通信学会技術研究報告(信頼性研究会)
    • Place of Presentation
      放送大学鳥取学習センター
    • Year and Date
      2010-05-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] 動的なテスト環境要因を考慮したソフトウェア信頼性評価に関する一考察2010

    • Author(s)
      恵谷勇介, 岡村寛之, 土肥正
    • Organizer
      電子情報通信学会技術研究報告(信頼性研究会)
    • Place of Presentation
      放送大学鳥取学習センター
    • Year and Date
      2010-05-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] 並列計算機での擬似乱数利用2010

    • Author(s)
      宮澤元・伏見正則
    • Organizer
      統計数理研究所 共同研究集会
    • Place of Presentation
      統計数理研究所
    • Year and Date
      2010-03-12
    • Related Report
      2009 Annual Research Report
  • [Presentation] ソフトウェアメトリクスを考慮したソフトウェア信頼性評価2010

    • Author(s)
      岡村寛之, 岡野俊之, 土肥正
    • Organizer
      日本OR学会春季研究発表会
    • Place of Presentation
      首都大学東京
    • Year and Date
      2010-03-04
    • Related Report
      2009 Annual Research Report
  • [Presentation] テスト環境要因を考慮したソフトウェア信頼性モデルの効率的推定法2010

    • Author(s)
      岡村寛之, 土肥正
    • Organizer
      日本OR学会春季研究発表会
    • Place of Presentation
      首都大学東京
    • Year and Date
      2010-03-04
    • Related Report
      2009 Annual Research Report
  • [Presentation] Random testing based on Markov chain Monte Carlo method2009

    • Author(s)
      B.Zhou, H.Okamura, T.Dohi
    • Organizer
      平成21年度電気・情報関連学会中国支部第60回連合大会
    • Place of Presentation
      広島市立大学
    • Year and Date
      2009-10-17
    • Related Report
      2009 Annual Research Report
  • [Presentation] 4手じゃんけんモデルによるブロードキャストコミュニケーションモデルの衝突解消スキーム2009

    • Author(s)
      須崎政文, 尾崎俊治
    • Organizer
      日本OR学会秋季研究発表会
    • Place of Presentation
      長崎大学
    • Year and Date
      2009-09-10
    • Related Report
      2009 Annual Research Report
  • [Presentation] ワールドベースボールクラッシク(WBC)の対戦方式の確率計算2009

    • Author(s)
      広津信義, 須崎政文, 尾崎俊治
    • Organizer
      日本OR学会秋季研究発表会
    • Place of Presentation
      長崎大学
    • Year and Date
      2009-09-10
    • Related Report
      2009 Annual Research Report

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

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