階層的多構造計算モデル(HIMS)による物流最適計算システムの構築に関する研究

2008 年度 研究成果報告書

• 研究課題/領域番号: 18300077
• 研究種目: 基盤研究(B)
• 配分区分: 補助金
• 応募区分: 一般
• 研究分野: 感性情報学・ソフトコンピューティング
• 研究機関: 東京工業大学
• 研究代表者: 廣田 薫 東京工業大学, 大学院・総合理工学研究科, 教授 (50130943)
• 研究分担者: 董 芳艶 東京工業大学, 大学院・総合理工学研究科, 助教 (30432024)
• 研究期間 (年度): 2006 – 2008
• キーワード: 物流 / 最適化 / 配送計画 / 計算知能 / ファジィ

研究概要

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。

研究成果

• [雑誌論文] Fuzzy Inference with Schemes for Guaranteeing Convexity, and Symmetricity in Consequences Based on α-Cuts (2009)
  • 著者名/発表者名: Kiyohiko Uehara, Takumi Koyama, Kaoru Hirota
  • 雑誌名: Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.13, No.2 ページ: 135-149
  • 査読あり
• [雑誌論文] Hyperbox clustering with Ant Colony Optimization (HACO) method and its application to Medical Risk Profile Recognition (2009)
  • 著者名/発表者名: Guilherme Novaes Ramos, Yutaka Hatakeyama, Fangyan Dong, Kaoru Hirota
  • 雑誌名: Applied Soft Computing Vol.9 ページ: 632-640
  • 査読あり
• [雑誌論文] Fuzzy Algorithm for Group Decision Making, with Participants Having Finite Discriminating Abilities, IEEE-Transactions on System, Man (2008)
  • 著者名/発表者名: Carlos Kobashikawa, Yutaka Hatakeyama Fangyan Dong, Kaoru Hirota
  • 雑誌名: And Cybernetics Part A Vol.39, No.1 ページ: 86-95
  • 査読あり
• [雑誌論文] Vector Control for Loss Minimization of Induction Motor using GA-PSO (2008)
  • 著者名/発表者名: Dong Hwa Kim, Kaoru Hirota
  • 雑誌名: Applied Soft Computing Vol.8, No.4 ページ: 1692-1702
  • 査読あり
• [雑誌論文] A Consensus driven Fuzzy Clustering (2008)
  • 著者名/発表者名: Witold Pedrycz, Kaoru Hirota
  • 雑誌名: International Journal of Pattern Recognition Letters Vol.29 ページ: 1333-1343
  • 査読あり
• [雑誌論文] Torus Figure Generating System Based on Graph, Theoretical Representation and Topological Analysis (2008)
  • 著者名/発表者名: Kento Tarui, Fangyan Dong, Yutaka Hatakeyama, Kaoru Hirota
  • 雑誌名: 日本知能情報ファジィ学会誌 Vol.20, No.4 ページ: 625-638
  • 査読あり
• [雑誌論文] Computational Intelligence Approach to Real World Cooperative Vehicle Dispatching Problem (2008)
  • 著者名/発表者名: Fangyan Dong, Kewei Chen, Kaoru Hirota
  • 雑誌名: International Journal of Intelligent Systems Vol.23, No.5 ページ: 619-634
  • 査読あり
• [雑誌論文] Printing Pressure State Inspection System Based on Fuzzy Inference (2008)
  • 著者名/発表者名: Jianping Jing, Fangyan Dong, Yutaka Hatakeyama, Yasufumi Takama, Toru Yamaguchi, Kaoru Hirota
  • 雑誌名: Journal of Advanced Computational Intelligence and Intelligent Informatics Vol. 12, No.1 ページ: 49/56
  • 査読あり
• [雑誌論文] Graph/Knot Theoretical Analysis and Generation for Impossible Figures (2007)
  • 著者名/発表者名: Kento Tarui, Fangyan Dong, Yutaka Hatakeyama, Kaoru Hirota
  • 雑誌名: Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.11, No.10 ページ: 1263/1274
  • 査読あり
• [雑誌論文] デジタル夜景画像における暈領域に対する画像修復 (2007)
  • 著者名/発表者名: 大嶋千紘、董芳艶、畠山豊、廣田薫
  • 雑誌名: 日本知能情報ファジィ学会誌 Vol.19,No.5 ページ: 499/513
  • 査読あり
• [雑誌論文] Local Character Tensors for 3D Registration Method on Free View Datasets (2007)
  • 著者名/発表者名: Jingjing Wang, Fangyan Dong, Yutaka Hatakeyama, Hajime Nobuhara, Kaoru Hirota
  • 雑誌名: Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.11, No.7 ページ: 848/857
  • 査読あり
• [雑誌論文] A Semantic Concept Operation on Fuzzy Document Ordering System and its Application to Reuter Database (2007)
  • 著者名/発表者名: Tadashi Ohashi, Hajime Nobuhara, Kaoru Hirota
  • 雑誌名: International Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.11,No.2 ページ: 149/154
  • 査読あり
• [雑誌論文] Uniform-based Logic Neurons as Adaptive and Interpretable Processing Constructs (2007)
  • 著者名/発表者名: Witold Pedrycz, Kaoru Hirota
  • 雑誌名: International Journal of Soft Computing Vol.11, No.1 ページ: 41/52
  • 査読あり
• [雑誌論文] Multivariate Fuzzy Multinomial Control Charts (2006)
  • 著者名/発表者名: Hassen Taleb, Mohamed Limam, Kaoru Hirota
  • 雑誌名: Journal of Quality Technology and Quantitative Management Vol.3, No.4 ページ: 437/454
  • 査読あり
• [雑誌論文] Visualization of Complex Networks based on Dyadic Curvelet Transform (2006)
  • 著者名/発表者名: Marjian Sedighi Anaraki, Fangyan Dong, Hajime Nobuhara, Kaoru Hirota
  • 雑誌名: International Journal of Interdisciplinary Description of Complex Systems Vol.4, No.1 ページ: 51/62
  • 査読あり
• [雑誌論文] Max Product Shepard Approximation Operators (2006)
  • 著者名/発表者名: Barnabas Bede, Hajime Nobuhara, Janos Fodor, Kaoru Hirota
  • 雑誌名: Journal of Advanced Computational Intelligence and Intelligent Informatics Vol.10, No.4 ページ: 494/497
  • 査読あり
• [雑誌論文] Elicitation of Non monotonic Preferences of a Fuzzy Rational Decision Maker (2006)
  • 著者名/発表者名: Natalia Nikolova, Kaoru Hirota, Carlos Kobashikawa, Kiril Tenekedjiev
  • 雑誌名: Journal of Information Technologies and Control Vol.1 ページ: 36/50
  • 査読あり
• [学会発表] Concept of Neighborhood Degree and its Application to Switching Plural Optimization Methods in Scheduling (2009)
  • 著者名/発表者名: Fangyan Dong, Kewei Chen, Kaoru Hirota
  • 学会等名: International Conference and Exhibition onHumanoid, Nano-technology, Information Technology, Communication and Control Environment, and Management (HNICEM2009)
  • 発表場所: Manila, Philippine(59-65)
  • 年月日: 2009-09-13
• [学会発表] Support Vector Machine for Skeleton based Human Behavior Classification, International Conference and Exhibition onHumanoid, Nano technology, Information Technology (2009)
  • 著者名/発表者名: M. Rahmat Widyanto, Sukmawati Nur Endah, Kaoru Hirota
  • 学会等名: Communication and Control Environment, and Management (HNICEM2009)
  • 発表場所: Manila, Philippine(15-21)
  • 年月日: 2009-03-13
• [学会発表] Expert System Stability Inference based on Fuzzy Meta measure (2008)
  • 著者名/発表者名: Jianping Jing, Fangyan Dong, Yutaka Hatakeyama, Yasufumi Takama, Toru Yamaguchi, Kaoru Hirota
  • 学会等名: The 3rd International Symposium on Computational Intelligence and Industrial Applications (ISCIIA2008)
  • 発表場所: Dali, PRC(33-39)
  • 年月日: 2008-11-23
• [学会発表] Switching Plural Optimization Methods in Scheduling based on Neighborhood Degree (2008)
  • 著者名/発表者名: Fangyan Dong, Kewei Chen, Kaoru Hirota
  • 学会等名: The 3rd International Symposium on Computational Intelligence and Industrial Applications (ISCIIA2008)
  • 発表場所: Dali, PRC
  • 年月日: 2008-11-23
• [学会発表] Adjustment of Uncertainty and Imprecision in Conflicting Elicited Probabilities (2008)
  • 著者名/発表者名: Carlos Kobashikawa, Fangyan Dong, Kaoru Hirota
  • 学会等名: 3rd International Symposium on Computational Intelligence and Industrial Applications (ISCIIA2008)
  • 発表場所: Dali, PRC
  • 年月日: 2008-11-22
• [学会発表] Structural Expansion of Fuzzy Relations and Its Role in Interactive System Modeling (2008)
  • 著者名/発表者名: Adam Pedrycz, Fangyan Dong, Kaoru Hirota
  • 学会等名: IEEE International Conference on Systems, Man and Cybernetics (IEEE-SMC2008)
  • 発表場所: Singapore(968-973)
  • 年月日: 2008-10-14
• [学会発表] Casual Communication between Robots and Humans in Mascot Robot System (2008)
  • 著者名/発表者名: Kaoru Hirota
  • 学会等名: 9th International Conference on Intelligent Technologies (InTech ' 08)(Opening Plenary Talk)
  • 発表場所: Samui, Thailand
  • 年月日: 2008-10-08
• [学会発表] Scalar Independence in Fuzzy Rational Generalized Lotteries of I type (2008)
  • 著者名/発表者名: Natalia D Nikolova, K. Tenekedjiev, Fangyan Dong, Kaoru Hirota
  • 学会等名: Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th Int. Symp. on Advanced Intelligent Systems(SCIS & ISIS2008)
  • 発表場所: Nagoya, Japan(SA-D5-2)
  • 年月日: 2008-09-20
• [学会発表] Hyperbox Classifier with Ant Colony Optimization (2008)
  • 著者名/発表者名: Guilherme Novaes Ramos, Fangyan Dong, Kaoru Hirota
  • 学会等名: Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th Int. Symp. on Advanced Intelligent Systems(SCIS & ISIS2008)
  • 発表場所: Nagoya, Japan(SA-D5-1)
  • 年月日: 2008-09-20
• [学会発表] Sensitivity Analysis of Differentiation of the Choquet Integral as an Aggregation Function (2008)
  • 著者名/発表者名: Toshihiro Kaino, Witold Pedrycz, Kaoru Hirota, Fangyan Dong
  • 学会等名: Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th Int. Symp. on Advanced Intelligent Systems(SCIS & ISIS2008)
  • 発表場所: Nagoya, Japan(SA-D4-1)
  • 年月日: 2008-09-20
• [学会発表] Development of Mascot Robot System in NEDO project (2008)
  • 著者名/発表者名: Kaoru Hirota, Fangyan Dong
  • 学会等名: 4th International IEEE Conference on Intelligent Systems (IEEE-IS2008), (Plenary Talk)
  • 発表場所: Varna, Bulgaria(Vol.1)(I-38/I-44)
  • 年月日: 2008-09-18
• [学会発表] Sequential Growing and Pruning Learning for Recurrent Neural Networks Using Unscented or Extended Kalman Filter (2008)
  • 著者名/発表者名: Yingxin Liao, Min Wu, Jin-Hua She, Kaoru Hirota
  • 学会等名: 27th Chinese Control Conference
  • 発表場所: Kunming, PRC(Vol.3)(242-247)
  • 年月日: 2008-07-17
• [学会発表] Searching for Structure in Data with Fuzzy Clusters of Variable Dimensionality of Future Subspaces (2008)
  • 著者名/発表者名: Adam Pedrycz, Fangyan Dong, Kaoru Hirota
  • 学会等名: IEEE Canadian Conference on Electrical and Computer Engineering 2008
  • 発表場所: Niagara, Canada(1417-1423)
  • 年月日: 2008-05-06
• [学会発表] Fuzzy Neighborhood Approach for Dynamic Vehicle Routing Problem with Redelivery (2007)
  • 著者名/発表者名: Fangyan Dong, Kewei Chen, Kaoru Hirota
  • 学会等名: 8th International Symposium on Advanced Intelligent Systems
  • 発表場所: Sokcho, Korea
  • 年月日: 2007-09-09
• [学会発表] ファジィ近傍手法に基づく配送問題の解法 (2007)
  • 著者名/発表者名: 董芳艶、陳科偉、廣田薫
  • 学会等名: 第23回ファジィシステムシンポジウム
  • 発表場所: 名城大学、名古屋
  • 年月日: 2007-08-30
• [学会発表] A Vehicle Dispatch and Delivery Planning System with Multi Depots based on Extended Hierarchical Multiplex Structure Model (2007)
  • 著者名/発表者名: Fangyan Dong, Kewei Chen, Kaoru Hirota
  • 学会等名: 6th International Conference on Information and Management Sciences
  • 発表場所: Lhasa, China
  • 年月日: 2007-07-02