A study on Logistics Optimum Computation System based on HIMS model

• Project/Area Number: 18300077
• Research Category: Grant-in-Aid for Scientific Research (B)
• Allocation Type: Single-year Grants
• Section: 一般
• Research Field: Sensitivity informatics/Soft computing
• Research Institution: Tokyo Institute of Technology
• Principal Investigator: HIROTA Kaoru Tokyo Institute of Technology, 大学院・総合理工学研究科, 教授 (50130943)
• Co-Investigator(Kenkyū-buntansha): TOU Houen 東京工業大学, 大学院・総合理工学研究科, 助教 (30432024) ; 畠山 豊 東京工業大学, 大学院総合理工学研究科, 助手 (00376956)
• Project Period (FY): 2006 – 2008
• Project Status: Completed (Fiscal Year 2008)
• Budget Amount: ¥18,000,000 (Direct Cost: ¥14,700,000、Indirect Cost: ¥3,300,000); Fiscal Year 2008: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000); Fiscal Year 2007: ¥9,750,000 (Direct Cost: ¥7,500,000、Indirect Cost: ¥2,250,000); Fiscal Year 2006: ¥3,700,000 (Direct Cost: ¥3,700,000)
• Keywords: 物流 / 最適化 / 配送計画 / 計算知能 / ファジィ

Research Abstract

本研究では、提案している階層的多構造計算モデル(HIMS)に基づいた物流最適計算システムを構築している。構築システムでは、配送サービスに対する消費者の多様な要求を満足しつつ、配送側の利益を最大化し、さらにリアルタイムに変動する配送環境にも柔軟に対応することが特徴である。成果として、17 件の原著論文と16 件の国際会議論文(いくつかの基調講演を含む)を発表している。石油物流業界への産業応用の見通しも得られており、今後はコンビニエンス業界など他業種も含めた幅広い実用化に向けて更なる応用を進める。

Research Products

• [Journal Article] Fuzzy Inference with Schemes for Guaranteeing Convexity, and Symmetricity in Consequences Based on α-Cuts (2009)
  • Author(s): Kiyohiko Uehara, Takumi Koyama, Kaoru Hirota
  • Journal Title: Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.13, No.2 Pages: 135-149
  • Peer Reviewed
• [Journal Article] Hyperbox clustering with Ant Colony Optimization (HACO) method and its application to Medical Risk Profile Recognition (2009)
  • Author(s): Guilherme Novaes Ramos, Yutaka Hatakeyama, Fangyan Dong, Kaoru Hirota
  • Journal Title: Applied Soft Computing Vol.9 Pages: 632-640
  • Peer Reviewed
• [Journal Article] Hyperbox clustering with Ant Colony optimization (HACO)method and its application to Medical Risk Profile Recognition (2009)
  • Author(s): Guilherme Novaes Ramos, Yutaka Hatakeyama, Fangyan Dong, Kaoru Hirota
  • Journal Title: Applied Soft Computing Vol. 9 Pages: 632-640
  • Peer Reviewed
• [Journal Article] Fuzzy Inference with Schemes for Guaranteeing Convexity and Symmetricity in Consequences Based on α -Cuts (2009)
  • Author(s): Kiyohiko Uehara, Takumi Koyama, Kaoru Hirota
  • Journal Title: Journal of Advanced Computational Intelligenee and Intelligent, Informatics Vol. 13, No. 2 Pages: 135-149
  • Peer Reviewed
• [Journal Article] Fuzzy Algorithm for Group Decision Making, with Participants Having Finite Discriminating Abilities, IEEE-Transactions on System, Man (2008)
  • Author(s): Carlos Kobashikawa, Yutaka Hatakeyama Fangyan Dong, Kaoru Hirota
  • Journal Title: And Cybernetics Part A Vol.39, No.1 Pages: 86-95
  • Peer Reviewed
• [Journal Article] Vector Control for Loss Minimization of Induction Motor using GA-PSO (2008)
  • Author(s): Dong Hwa Kim, Kaoru Hirota
  • Journal Title: Applied Soft Computing Vol.8, No.4 Pages: 1692-1702
  • Peer Reviewed
• [Journal Article] A Consensus driven Fuzzy Clustering (2008)
  • Author(s): Witold Pedrycz, Kaoru Hirota
  • Journal Title: International Journal of Pattern Recognition Letters Vol.29 Pages: 1333-1343
  • Peer Reviewed
• [Journal Article] Torus Figure Generating System Based on Graph, Theoretical Representation and Topological Analysis (2008)
  • Author(s): Kento Tarui, Fangyan Dong, Yutaka Hatakeyama, Kaoru Hirota
  • Journal Title: 日本知能情報ファジィ学会誌 Vol.20, No.4 Pages: 625-638
  • NAID: 110006862965
  • Peer Reviewed
• [Journal Article] Computational Intelligence Approach to Real World Cooperative Vehicle Dispatching Problem (2008)
  • Author(s): Fangyan Dong, Kewei Chen, Kaoru Hirota
  • Journal Title: International Journal of Intelligent Systems Vol.23, No.5 Pages: 619-634
  • Peer Reviewed
• [Journal Article] Printing Pressure State Inspection System Based on Fuzzy Inference (2008)
  • Author(s): Jianping Jing, Fangyan Dong, Yutaka Hatakeyama, Yasufumi Takama, Toru Yamaguchi, Kaoru Hirota
  • Journal Title: Journal of Advanced Computational Intelligence and Intelligent Informatics Vol. 12, No.1
  • Peer Reviewed
• [Journal Article] Computational Intelligence Approach to Real-World Cooperative Vehicle Dispatching Problem (2008)
  • Author(s): Fangyan Dong. Kewei Chen, Kaoru Hirota
  • Journal Title: International Journal of Intelligent Systems Vol. 23, No. 5 Pages: 619-634
  • Peer Reviewed
• [Journal Article] Torus Figure Generating System Based on Graph Theoretical Representation and Topological Analysis (2008)
  • Author(s): Kento Tarui, Fangyan Dong. Yutaka Hatakeyama, Kaoru Hirota
  • Journal Title: 日本知能情報ファジィ学会誌 Vol. 20, No. 4 Pages: 625-638
  • NAID: 110006862965
  • Peer Reviewed
• [Journal Article] A Consensus-driven Fuzzy Clustering (2008)
  • Author(s): Witold Pedrycz, Kaoru Hirota
  • Journal Title: International Journal of Pattern Recognition Letters Vol. 29 Pages: 1333-1343
  • Peer Reviewed
• [Journal Article] Vector Control for Loss Minimization of Induction Motor using GA-PSO (2008)
  • Author(s): Dong Hwa Kim, Kaoru Hirota
  • Journal Title: Applied Soft Computing Vol. 8, No. 4 Pages: 1692-1702
  • Peer Reviewed
• [Journal Article] Fuzzy Algorithm for Group Decision Making with Participants Having Finite Discriminating Abilities (2008)
  • Author(s): Carlos Kobashikawa, Yutaka Hatakeyama, Fangyan Dong, Kaoru Hirota
  • Journal Title: IEEE-Transactions on System, Man, And Cybernetics Part A Vol. 39, No. 1 Pages: 86-95
  • Peer Reviewed
• [Journal Article] Printing Pressure State Inspection System Based on Fuzzy In ference (2008)
  • Author(s): Jianping Jing, Fangyan Dong, Yutaka Hatakeyama, Yasufumi Takama, Toru Yamaguchi, Kaoru Hirota
  • Journal Title: J. of Advanced Computational Intelligence and Intelligent Informatics Vol.12,No.1
  • Peer Reviewed
• [Journal Article] Graph/Knot Theoretical Analysis and Generation for Impossible Figures (2007)
  • Author(s): Kento Tarui, Fangyan Dong, Yutaka Hatakeyama, Kaoru Hirota
  • Journal Title: Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.11, No.10
  • Peer Reviewed
• [Journal Article] デジタル夜景画像における暈領域に対する画像修復 (2007)
  • Author(s): 大嶋千紘、董芳艶、畠山豊、廣田薫
  • Journal Title: 日本知能情報ファジィ学会誌 Vol.19,No.5
  • NAID: 110006420207
  • Peer Reviewed
• [Journal Article] Local Character Tensors for 3D Registration Method on Free View Datasets (2007)
  • Author(s): Jingjing Wang, Fangyan Dong, Yutaka Hatakeyama, Hajime Nobuhara, Kaoru Hirota
  • Journal Title: Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.11, No.7
  • Peer Reviewed
• [Journal Article] A Semantic Concept Operation on Fuzzy Document Ordering System and its Application to Reuter Database (2007)
  • Author(s): Tadashi Ohashi, Hajime Nobuhara, Kaoru Hirota
  • Journal Title: International Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.11,No.2
  • Peer Reviewed
• [Journal Article] Uniform-based Logic Neurons as Adaptive and Interpretable Processing Constructs (2007)
  • Author(s): Witold Pedrycz, Kaoru Hirota
  • Journal Title: International Journal of Soft Computing Vol.11, No.1
  • Peer Reviewed
• [Journal Article] Local Character Tensors for 3D Registration Method on Free-View Datasets (2007)
  • Author(s): Jingjing Wang, Fangyan Dong, Yutaka Hatakeyama, Hajime Nobuhara, Kaoru Hirota
  • Journal Title: J. of Advanced Computational Intelligence and Intelligent Informatics Vol.11,No.7
  • Peer Reviewed
• [Journal Article] Graph/Knot Theoretical Analysis and Generation for Impossible Figures (2007)
  • Author(s): Keto Tarui, Fangyan Dong, Yutaka Hatakeyama, Kaoru Hirota
  • Journal Title: J. of Advanced Computational Intelligence and Intelligent Informatics Vol.11,No.10
  • Peer Reviewed
• [Journal Article] Uniform-based Logic Neurons as Adaptive and Interpretable Processing Constructs (2007)
  • Author(s): Witold Pedrycz, kaoru Hirota
  • Journal Title: Int. J. of Soft Computing Vol.11,No.1 Pages: 41-52
• [Journal Article] A Semantic Concent Operalion on Fuzzy Document Ordering System and its Application to Reuter Database (2007)
  • Author(s): Tadashi Ohashi, Hajime Nobuhara, Kaoru Hirota
  • Journal Title: Int. J. of Advanced Computational Intelligence and Intellgent Informatics Vol.11,No.2 Pages: 149-154
• [Journal Article] Multivariate Fuzzy Multinomial Control Charts (2006)
  • Author(s): Hassen Taleb, Mohamed Limam, Kaoru Hirota
  • Journal Title: Journal of Quality Technology and Quantitative Management Vol.3, No.4
  • Peer Reviewed
• [Journal Article] Visualization of Complex Networks based on Dyadic Curvelet Transform (2006)
  • Author(s): Marjian Sedighi Anaraki, Fangyan Dong, Hajime Nobuhara, Kaoru Hirota
  • Journal Title: International Journal of Interdisciplinary Description of Complex Systems Vol.4, No.1
  • Peer Reviewed
• [Journal Article] Max Product Shepard Approximation Operators (2006)
  • Author(s): Barnabas Bede, Hajime Nobuhara, Janos Fodor, Kaoru Hirota
  • Journal Title: Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.10, No.4
  • Peer Reviewed
• [Journal Article] Elicitation of Non monotonic Preferences of a Fuzzy Rational Decision Maker (2006)
  • Author(s): Natalia Nikolova, Kaoru Hirota, Carlos Kobashikawa, Kiril Tenekedjiev
  • Journal Title: Journal of Information Technologies and Control Vol.1
  • Peer Reviewed
• [Journal Article] Elicitation of Non-monotonic Preferences of a Fuzzy Rational Decision Maker (2006)
  • Author(s): Natalia Nikolova, Kaoru Hirota, Carlos Kobashikawa, Kiril Tenekedjiev
  • Journal Title: J. of Information Technologies and Control Vol. 2006/1 Pages: 36-50
• [Journal Article] Max-Product Shepard Approximation Operators (2006)
  • Author(s): Barnabas Bede, Hajime Nobuhara, Janos Fodor, Kaoru Hirota
  • Journal Title: J. of Advanced Computational Intelligence and Intelligent Informatics Vol.10,No.4 Pages: 494-497
• [Journal Article] Visualization of Complex Networks based on Dyadic Curvelet Transform (2006)
  • Author(s): Marjian Sedighi Anaraki, Fangyan Dong, Hajime Nobuhara, Kaoru Hirota
  • Journal Title: Int. J. of Interdisciplinary Description of Complex Systems Vol.4,No.1 Pages: 51-62
• [Journal Article] Multivariate Fuzzy Multinomial Control Charts (2006)
  • Author(s): Hassen Taleb, Mohamed Limam, Kaoru Hirota
  • Journal Title: J. of Quality Technology and Quantitative Management Vol.3,No.4 Pages: 437-454
• [Presentation] Concept of Neighborhood Degree and its Application to Switching Plural Optimization Methods in Scheduling (2009)
  • Author(s): Fangyan Dong, Kewei Chen, Kaoru Hirota
  • Organizer: International Conference and Exhibition onHumanoid, Nano-technology, Information Technology, Communication and Control Environment, and Management (HNICEM2009)
  • Place of Presentation: Manila, Philippine(59-65)
  • Year and Date: 2009-09-13
• [Presentation] Support Vector Machine for Skeleton based Human Behavior Classification, International Conference and Exhibition onHumanoid, Nano technology, Information Technology (2009)
  • Author(s): M. Rahmat Widyanto, Sukmawati Nur Endah, Kaoru Hirota
  • Organizer: Communication and Control Environment, and Management (HNICEM2009)
  • Place of Presentation: Manila, Philippine(15-21)
  • Year and Date: 2009-03-13
• [Presentation] Support Vector Machine for Skeleton-based Human Behavior Classification (2009)
  • Author(s): M. Rahmat Widyanto, Sukmawati Nur Endah, Kaoru Hirota
  • Organizer: International Conference and Exhibition on Humanoid, Nano-technology, Information Technology, Communication and Control Environment, and Management (HNICEM2009), pp. 15-21
  • Place of Presentation: Manila, Philippine
  • Year and Date: 2009-03-13
• [Presentation] Concept of Neighborhood Degree and its Application to Switching Plural Optimization Methods in Scheduling (2009)
  • Author(s): Fangyan Dong. Kewei Chen, Kaoru Hirota
  • Organizer: International Conference and Exhibition on Humanoid, Nano-technology, Information Technology, Communication and Control Environment, and Management (HNICEM2009), pp. 59-65
  • Place of Presentation: Manila, Philippine
  • Year and Date: 2009-03-13
• [Presentation] Expert System Stability Inference based on Fuzzy Meta measure (2008)
  • Author(s): Jianping Jing, Fangyan Dong, Yutaka Hatakeyama, Yasufumi Takama, Toru Yamaguchi, Kaoru Hirota
  • Organizer: The 3rd International Symposium on Computational Intelligence and Industrial Applications (ISCIIA2008)
  • Place of Presentation: Dali, PRC(33-39)
  • Year and Date: 2008-11-23
• [Presentation] Switching Plural Optimization Methods in Scheduling based on Neighborhood Degree (2008)
  • Author(s): Fangyan Dong, Kewei Chen, Kaoru Hirota
  • Organizer: The 3rd International Symposium on Computational Intelligence and Industrial Applications (ISCIIA2008)
  • Place of Presentation: Dali, PRC
  • Year and Date: 2008-11-23
• [Presentation] Switching Plural Optimization Methods in Scheduling based on Neighborhood Degree (2008)
  • Author(s): Fangyan Dong. Kewei Chen Kaoru Hirota
  • Organizer: The 3^<rd> International Symposium on Computational Intelligence and Industrial Applications (ISCIIA2008)(best paper awarded)
  • Place of Presentation: Dali, PRC
  • Year and Date: 2008-11-23
• [Presentation] Expert System' Stability Inference based on Fuzzy Meta-measure (2008)
  • Author(s): Jianping Jing, Fangyan Dong, Yutaka Hatakeyama, Yasufumi Takama, Toru Yamaguchi, Kaoru Hirota
  • Organizer: The 3^<rd> International Symposium on Computational Intelligence and Industrial Applications (ISCIIA2008), pp. 33-39
  • Place of Presentation: Dali, PRO
  • Year and Date: 2008-11-23
• [Presentation] Adjustment of Uncertainty and Imprecision in Conflicting Elicited Probabilities (2008)
  • Author(s): Carlos Kobashikawa, Fangyan Dong, Kaoru Hirota
  • Organizer: 3rd International Symposium on Computational Intelligence and Industrial Applications (ISCIIA2008)
  • Place of Presentation: Dali, PRC
  • Year and Date: 2008-11-22
• [Presentation] Adjustment of Uncertainty and Imprecision in Conflicting Elicited Probabilities (2008)
  • Author(s): Carlos Kobashikawa, Fangyan Dong, Kaoru Hirota
  • Organizer: The 3^<rd> International Symposium on Computational Intelligence and Industrial Applications (ISCIIA2008)
  • Place of Presentation: Dali, PRC
  • Year and Date: 2008-11-22
• [Presentation] Structural Expansion of Fuzzy Relations and Its Role in Interactive System Modeling (2008)
  • Author(s): Adam Pedrycz, Fangyan Dong, Kaoru Hirota
  • Organizer: IEEE International Conference on Systems, Man and Cybernetics (IEEE-SMC2008)
  • Place of Presentation: Singapore(968-973)
  • Year and Date: 2008-10-14
• [Presentation] Structural Expansion of Fuzzy Relations and Its Role in Interactive System Modeling (2008)
  • Author(s): Adam Pedrycz, Fangyan Dong, Kaoru Hirota
  • Organizer: IEEE International Conference on Systems, Man and Cybernetics (IEEE・SMC2008), pp. 968-973
  • Place of Presentation: Singapore
  • Year and Date: 2008-10-14
• [Presentation] Casual Communication between Robots and Humans in Mascot Robot System (2008)
  • Author(s): Kaoru Hirota
  • Organizer: 9th International Conference on Intelligent Technologies (InTech ' 08)(Opening Plenary Talk)
  • Place of Presentation: Samui, Thailand
  • Year and Date: 2008-10-08
• [Presentation] Casual Communication between Robots and Humans in Mascot Robot System (2008)
  • Author(s): Kaoru Hirota
  • Organizer: 9^<th> International Conference on Intelligent Technologies (InTech'08) (Opening Plenary Talk)
  • Place of Presentation: Samui, Thailand
  • Year and Date: 2008-10-08
• [Presentation] Scalar Independence in Fuzzy Rational Generalized Lotteries of I type (2008)
  • Author(s): Natalia D Nikolova, K. Tenekedjiev, Fangyan Dong, Kaoru Hirota
  • Organizer: Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th Int. Symp. on Advanced Intelligent Systems(SCIS & ISIS2008)
  • Place of Presentation: Nagoya, Japan(SA-D5-2)
  • Year and Date: 2008-09-20
• [Presentation] Hyperbox Classifier with Ant Colony Optimization (2008)
  • Author(s): Guilherme Novaes Ramos, Fangyan Dong, Kaoru Hirota
  • Organizer: Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th Int. Symp. on Advanced Intelligent Systems(SCIS & ISIS2008)
  • Place of Presentation: Nagoya, Japan(SA-D5-1)
  • Year and Date: 2008-09-20
• [Presentation] Sensitivity Analysis of Differentiation of the Choquet Integral as an Aggregation Function (2008)
  • Author(s): Toshihiro Kaino, Witold Pedrycz, Kaoru Hirota, Fangyan Dong
  • Organizer: Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th Int. Symp. on Advanced Intelligent Systems(SCIS & ISIS2008)
  • Place of Presentation: Nagoya, Japan(SA-D4-1)
  • Year and Date: 2008-09-20
• [Presentation] Sensitivity Analysis of Differentiation of the Choquet Integralas an Aggregation Function (2008)
  • Author(s): Toshihiro Kaino, Witold Pedrycz, Kaoru Hirota, Fangyan Dong
  • Organizer: Joint 4^<th> International Conference on Soft Computing and Intelligent Systems and 9^<th> Int. Symp. on Advanced Intelligent Systems (SCIS&ISIS2008), SA-D4-1
  • Place of Presentation: Nagoya, Japan
  • Year and Date: 2008-09-20
• [Presentation] Hyperbox Classifier with Ant Colony Optimization (2008)
  • Author(s): Guilherme Novaes Ramos, Fangyan Dong, Kaoru Hirota
  • Organizer: Joint 4^<th> International Conference on Soft Computing and Intelligent Systems and 9^<th>. Int. Symp. on Advanced Intelligent Systems (SCIS&ISIS2008), SA-D5-1
  • Place of Presentation: Nagoya, Japan
  • Year and Date: 2008-09-20
• [Presentation] Scalar Independence in Fuzzy Rational Generalized Lotteries of I type (2008)
  • Author(s): Natalia D Nikolova, K. Tenekedjiev, Fangyan Dong. Kaoru Hirota
  • Organizer: Joint 4^<th> International Conference on Soft Computing and Intelligent Systems and 9^<th> Int. Symp. on Advanced Intelligent Systems (SCIS&ISIS2008), SA-D5-2
  • Place of Presentation: Nagoya, Japan
  • Year and Date: 2008-09-20
• [Presentation] Development of Mascot Robot System in NEDO project (2008)
  • Author(s): Kaoru Hirota, Fangyan Dong
  • Organizer: 4th International IEEE Conference on Intelligent Systems (IEEE-IS2008), (Plenary Talk)
  • Place of Presentation: Varna, Bulgaria(Vol.1)(I-38/I-44)
  • Year and Date: 2008-09-18
• [Presentation] Development of Mascot Robot System in NEDO project (2008)
  • Author(s): Kaoru Hirota. Fangyan Dong
  • Organizer: 4^<th> International IEEE Conference on Intelligent Systems (IEEE-IS2008), (Plenary Talk)Vol. 1, pp. I-38/1-44
  • Place of Presentation: Varna, Bulgaria
  • Year and Date: 2008-09-18
• [Presentation] Sequential Growing and Pruning Learning for Recurrent Neural Networks Using Unscented or Extended Kalman Filter (2008)
  • Author(s): Yingxin Liao, Min Wu, Jin-Hua She, Kaoru Hirota
  • Organizer: 27th Chinese Control Conference
  • Place of Presentation: Kunming, PRC(Vol.3)(242-247)
  • Year and Date: 2008-07-17
• [Presentation] Sequential Growing-and-Pruning Learning for Recurrent Neural Networks Using Unscented or Extended Kalman Filter (2008)
  • Author(s): Yingxin Liao, Min Wu, Jin-Hua She, Kaoru Hirota
  • Organizer: 27^<th> Chinese Control Conference, Vol. 3, pp. 242-247
  • Place of Presentation: Kunming, PRC
  • Year and Date: 2008-07-17
• [Presentation] Searching for Structure in Data with Fuzzy Clusters of Variable Dimensionality of Future Subspaces (2008)
  • Author(s): Adam Pedrycz, Fangyan Dong, Kaoru Hirota
  • Organizer: IEEE Canadian Conference on Electrical and Computer Engineering 2008
  • Place of Presentation: Niagara, Canada(1417-1423)
  • Year and Date: 2008-05-06
• [Presentation] Searching for Structure in Data with Fuzzy Clusters of Variable Dimensionality of Future Subspaces (2008)
  • Author(s): Adam Pedrycz, Fangyan Dong, Kaoru Hirota
  • Organizer: IEEE Canadian Conference on Electrical and Computer Engineering 2008, pp. 1417-1423
  • Place of Presentation: Niagara, Canada
  • Year and Date: 2008-05-06
• [Presentation] Fuzzy Neighborhood Approach for Dynamic Vehicle Routing Problem with Redelivery (2007)
  • Author(s): Fangyan Dong, Kewei Chen, Kaoru Hirota
  • Organizer: 8th International Symposium on Advanced Intelligent Systems
  • Place of Presentation: Sokcho, Korea
  • Year and Date: 2007-09-09
• [Presentation] Fuzzy Neighborhood Approach for Dynamic Vehicle Routing Problem with Redelivery (2007)
  • Author(s): Fangyan Doug, Kewei Chen, Kaoru Hirota
  • Organizer: 8th Int. Symp. on Advanced Intelligent Systemsa
  • Place of Presentation: Sokcho, Korea
  • Year and Date: 2007-09-07
• [Presentation] ファジィ近傍手法に基づく配送問題の解法 (2007)
  • Author(s): 董芳艶、陳科偉、廣田薫
  • Organizer: 第23回ファジィシステムシンポジウム
  • Place of Presentation: 名城大学、名古屋
  • Year and Date: 2007-08-30
• [Presentation] A Vehicle Dispatch and Delivery Planning System with Multi Depots based on Extended Hierarchical Multiplex Structure Model (2007)
  • Author(s): Fangyan Dong, Kewei Chen, Kaoru Hirota
  • Organizer: 6th International Conference on Information and Management Sciences
  • Place of Presentation: Lhasa, China
  • Year and Date: 2007-07-02
• [Presentation] A Vehicle Dispatch and Delivery Planning System with Multr-Depots based on Extended Hierarchical Multiplex Structure Model (2007)
  • Author(s): Fangyan Dong, Kewei Chen, Kaoru Hirota
  • Organizer: 6th Int. Conf. on Information and Management Sciences
  • Place of Presentation: Lhasa, China
  • Year and Date: 2007-07-02