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Kanoh Hitoshi

Affiliation
Faculty of Engineering, Information and Systems
Official title
Professor
Research fields
Intelligent informatics
Research keywords
Knowledge processing
Evolutionary computation
Artificial life
Intelligent transportation systems
Research projects
複雑制約ネットワークを対象とした汎用群知能による問題解決方式2015 -- 2017狩野 均Japan Society for the Promotion of Science/Grant-in-Aid for Scientific Research(C)2,860,000Yen
遺伝的アルゴリズムによる経路探索の研究1995 -- 1999/企業からの受託研究
人工生命の手法を用いた経路探索方式及び道路交通情報予測方式に関する共同研究2004 -- 2004/企業からの受託研究
人工生命 -- (current)/
Intelligent Systems -- (current)/
Evolutionary algorithm -- (current)/
動的環境における大規模な多目的最適化問題を対象とした並列群知能法の高速化2011 -- 2013Japan Society of for the Promotion of Science/基盤研究(C)2,210,000Yen
超並列多次元セルラコンピュータの創発的自動プログラミング方式          2006 -- 2008Japan Society of for the Promotion of Science/基盤研究(C)2,160,000Yen
進化的アルゴリズムを用いた非平衡環境における並列的問題解決2002 -- (current)Japan Society of for the Promotion of Science/基盤研究(C)1,400,000Yen
遺伝的アルゴリズムによる制約充足問題の並列解法1997 -- (current)Japan Society of for the Promotion of Science/基盤研究(C)1,700,000Yen
Academic background
-- 1978University of Tsukuba First Cluster of College 自然学類物理学専攻
-- 1980University of Tsukuba Graduate School, Division of Science and Engineering 物理学
Degree
博士(工学)University of Tsukuba
理学修士University of Tsukuba
Academic societies
1985 -- (current)Information Processing Society of Japan
1986 -- (current)THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE
2002 -- (current)Institute of Electrical and Electronics Engineers (IEEE)
Honors & Awards
2006-01-27優秀研究報告賞
2003-01-17優秀研究報告賞 A
2003-01-17優秀研究報告賞 B
1999-10The Best Paper and Presentation Award
1992-05小平記念賞
1992-04電気学術振興賞論文賞
Articles
  • Solving the Graph Coloring Problem Using Adaptive Artificial Bee Colony
    Kui Chen; Kanoh Hitoshi
    Transaction of the Japanese Society for Evolutionary Computation/9(3)/pp.103-114, 2019-3
  • アントコロニー最適化法とダイクストラ法のハイブリッド化による時間依存TSPの解法
    落合 純一; 狩野 均
    Proc. of JSAI/2013/pp.4K13-4K13, 2013
  • MAX-MIN Ant Systemにおける効率的なフェロモンの初期化法
    落合 純一; 狩野 均
    Proc. of JSAI/2012/pp.2E1R11-2E1R11, 2012
  • A Discrete Firefly Algorithm Based on Similarity for Graph Coloring Problems
    Chen Kui; 狩野 均
    18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2017)/pp.65-70, 2017-06
  • Information Exchange Model for Multi-Agent Earthquake/Tsunami Evacuation Simulation
    Aranha Claus de Castro; Matsushima Hiromu; Kanoh Hitoshi
    Journal of Natural Disaster Science/38(2)/pp.179-200, 2017-12
  • Solving Facility Layout Problems Using EA with Levy Flight
    趙 冬青; アランニャ クラウス; 狩野 均
    Transaction of the Japanese Society for Evolutionary Computation/9(1)/pp.1-9, 2018
  • A Discrete Artificial Bee Colony Algorithm Based on Similarity for Graph Coloring Problems
    Chen Kui; Kanoh Hitoshi
    Lecture Notes in Computer Science (5th International Conference on the Theory and Practice of Natural Computing )/pp.73-84, 2016-12
  • Solving Facility Layout Problems Using Evolutionary Strategy Based on Levy Flight
    Zhao Dongqing; Aranha Claus; Kanoh Hitoshi
    2016 IEEE 9TH INTERNATIONAL WORKSHOP ON COMPUTATIONAL INTELLIGENCE AND APPLICATIONS (IWCIA)/pp.39-44, 2016
  • 避難者の情報伝達を考慮した地震・津波避難シミュレーションのためのマルチエージェントモデル
    松島 弘; Claus Aranha; 狩野 均
    数理モデル化と問題解決研究会 2014-MPS-106(4), 2015-12
  • 島ごとに異なるデコード化法を用いたGAによる施設レイアウト問題の解法と評価
    趙 冬青; Claus Aranha; 狩野 均
    人工知能学会 第29回全国大会 2I3-4/2015/pp.2I34-2I34, 2015-06
  • PSO Algorithm with Transition Probability Based on Hamming Distance for Graph Coloring Problem
    Aoki Takuya; Aranha Claus; Kanoh Hitoshi
    2015 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2015): BIG DATA ANALYTICS FOR HUMAN-CENTRIC SYSTEMS/pp.1956-1961, 2015
  • PSO Algorithm with Transition Probability Based on Hamming Distance for Solving Planar Graph Coloring Problem
    青木 拓也; アランニャ クラウス; 狩野 均
    IPSJ SIG Notes/2014(8)/pp.1-6, 2014-09
  • Facility Layout Problems Using An Island Model GA With Different Decoding Methods
    趙 冬青; アランニャ クラウス; 狩野 均
    IPSJ SIG Notes/2014(9)/pp.1-6, 2014-09
  • Solving Time-Dependent Traveling Salesman Problem using Ant Colony Optimization Based on Predicted Traffic and Its Application to a Real Road Network
    落合 純一; 狩野 均
    IPSJ SIG Notes/2013(5)/pp.1-6, 2013-09
  • Pheromone Trail Initialization with Local Optimal Solutions in Ant Colony Optimization
    Kanoh Hitoshi; Ochiai Junichi; Kameda Yosuke
    International Journal of Knowledge-Based and Intelligent Engineering Systems/18(1)/pp.11-21, 2014-03
  • Particle Swarm Optimization with Transition Probability for Timetabling Problems
    Hitoshi Kanoh; Satoshi Chen
    International Conference on Adaptive and Natural Computing Algorithms, Lecture Notes in Computer Science/7824/pp.256-265, 2013
  • ファジー理論を応用したOPGW利用送電線故障区間標定手法
    江川; 杉山; 金丸; 狩野; +狩野 均
    電気学会論文誌B/108(11)/p.509-516, 1988-11
  • Knowledge-based fault location system for electric power transmission lines with OPGW
    K.Okada; K.Urasawa; K.Kanemaru; H. Kanoh
    IEEE Proceedings of International Workshop on Artificial Intelligence for Industrial Application/p.52-57, 1988-01
  • Fault Location System for Electric Power Transmission Lines Based on Fuzzy Knowledge Base
    浦沢; 狩野; 金丸; 杉山; +狩野 均
    Trans. IEE of Japan/110(2)/p.70-78, 1990-02
  • Fault Location for Transmission Line using Inference Model Neural Network
    狩野; 金田; 金丸; +狩野 均
    Trans. IEE of Japan/110(7)/p.420-427, 1990-01
  • Improvement of Fault Location for Transmission Lines using Neural Network
    狩野; 金田; 金丸; +狩野 均
    Trans. IEE of Japan/111(11)/p.1215-1222, 1991-01
  • A Neural Network Based Estimation of Power Line Disasters due to Snow Accretion
    山本; 金丸; 狩野; 伊地知; 近野; +狩野 均
    Trans. IEE of Japan/112(7)/p.585, 1992-07
  • Image Processing Method for Intruder Detection around Power Line Towers
    M.Kaneta; H.Kanoh; K.Kanemaru; +狩野 均
    IAPR Proceedings of Workshop on Machine Vision Applications/p.353-356, 1992-12
  • A Study on Practical Fault Location System for Power Transmission Line using Neural Networks
    H.Kanoh; K.Kanemaru; M.Kaneta; M. Nishiura; +狩野 均
    IEEE Proceedings of Second International Forum on Applications of Neural Networks to Power Systems/p.9-13, 1993-04
  • Development of Disaster Warning System due to Show Accretion on Power Line using Neural Networks
    K.Wakamatu; T.Yamamoto; K.Kanemaru; Y.Ijichi; H.Kitagawa;...
    Proceedings of 6th International Workshop on Atmospheric Icing of Structures./p.175-180, 1993-09
Books
  • Real-time path Planning using viral Infection in genetic algoriths(共)
    狩野 均
    1998-01
  • Solving Timetabling Problems using Genetic Algorithms Based on Minimizing Conflicts Heuristics
    狩野 均
    2001-01
  • Improved evolutionary design for rule-changing cellular automata based on the difficulty of problems
    Kanoh Hitoshi; Sato Shohei
    2007 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-8, IEEE, pp.1054-1059, 2007-01
  • Virus Evolution Strategy for Vehicle Routing Problems with Time Windows
    Kanoh Hitoshi; Tsukahara Souichi
    PARALLEL PROBLEM SOLVING FROM NATURE - PPSN X, PROCEEDINGS, SPRINGER-VERLAG BERLIN, pp.1041-1050, 2008-01
  • Wide-area Traffic Signal Control Using Predicted Traffic Based on Real-time Information
    Muraki Yuji; Kanoh Hitoshi
    PROCEEDINGS OF THE 11TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, IEEE, pp.1055-1060, 2008-01
Conference, etc.
  • Artificial Bee Colonyによる時間割編成問題の解法
    呉東映; アランニャ; 狩野 均
    情報処理学会 数理モデル化と問題解決研究会/2018-12-10
  • Cuckoo Searchを用いた室内レイアウト問題の解法
    狩野 均; 澤田和磨; アランニャ クラウス
    情報処理学会 第80回全国大会 7M-06/2018-03-10
  • 類似度を用いたArtificial Bee Colonyによるグラフ色塗り問題の解法
    冨樫勇哉; アランニャ クラウス; 狩野 均
    情報処理学会 数理モデル化と問題解決研究会/2018-12-10
  • Comparative Study on Discrete SI Approaches to the Graph Coloring Problem
    Aranha Claus de Castro; Junior Jair Pereira; Kanoh Hitoshi
    Annual Genetic and Evolutionary Computation Conference/2018-07-15--2018-07-19
  • Solving the Room Layout Problem using Cuckoo Search
    澤田和磨; ARANHA CLAUS DE CASTRO; 狩野 均
    The 80th National Convention of IPSJ/2018-03-13--2018-03-15
  • Continuous Optimization using Parallel Cuckoo Search with Multiple Swarms
    河面知定; ARANHA CLAUS DE CASTRO; 狩野 均
    The 80th National Convention of IPSJ/2018-03-13--2018-03-15
  • Solving Real-World Facility Layout Problems Using GA with Levy Flights and Multi-Decoding
    Zhao Dongqing; Aranha Claus; Kanoh Hitoshi
    18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)/2017-06-26--2017-06-28
  • A Discrete Firefly Algorithm Based on Similarity for Graph Coloring Problems
    Chen Kui; Kanoh Hitoshi
    18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)/2017-06-26--2017-06-28
  • A Discrete Artificial Bee Colony Algorithm Based on Similarity for Graph Coloring Problems
    Chen Kui; Kanoh Hitoshi
    5th International Conference on the Theory and Practice of Natural Computing (TPNC)/2016-12-12--2016-12-13
  • Solving Facility Layout Problems Using Evolutionary Strategy Based on Levy Flight
    Zhao Dongqing; Aranha Claus; Kanoh Hitoshi
    9th IEEE International Workshop on Computational Intelligence and Applications (IWCIA)/2016-11-05--2016-11-05
  • 避難者の情報伝達を考慮した地震・津波避難シミュレーションのためのマルチエージェントモデル
    松島 弘; Claus Aranha; 狩野 均
    情報処理学会 数理モデル化と問題解決研究会/2015-12
  • 島ごとに異なるデコード化法を用いたGAによる施設レイアウト問題の解法と評価
    趙 冬青; Claus Aranha; 狩野 均
    人工知能学会 第29回全国大会/2015-06
  • ES を用いた PSO のパラメータの最適化とその分析
    佐久間 司; Claus Aranha; 狩野 均
    情報処理学会 第78回全国大会/2016-03-12
  • PSO Algorithm with Transition Probability Based on Hamming Distance for Graph Coloring Problem
    Aoki Takuya; Aranha Claus; Kanoh Hitoshi
    IEEE International Conference on Systems, Man, and Cybernetics (SMC)/2015--2015
  • Particle Swarm Optimization with Transition Probability for Timetabling Problems
    Kanoh Hitoshi; Chen Satoshi
    11th International Conference on Adaptive and Neural Computing Algorithms (ICANNGA)/2013
  • Wide-area Traffic Signal Control Using Predicted Traffic Based on Real-time Information
    Muraki Yuji; Kanoh Hitoshi
    11th IEEE International Conference on Intelligent Transportation Systems (ITSC 2008)/2008
Works
  • 高感度光ファイバジャイロ
    狩野 均
  • Fiber Optic Gyroscope with high-sensitivity
    狩野 均
  • 光ファイバ装置
    狩野 均
  • Optical Fiber Apparatus
    狩野 均
  • ファジィ集合を用いた送電線の故障区間標定エキスパートシステム
    狩野 均
  • 画像処理による雷放電路の抽出
    狩野 均
  • Fault Location Expert System using Fuzzy Set
    狩野 均
  • Extraction of Lightning Discharge Art by Image Processing
    狩野 均
  • OPGW利用送電線故障区間標定システムの実用化とその動作実績
    狩野 均
  • Application of OPGW-Utilized Fault Location System for Power Transmission Lines and its Experience in Commercial Lines
    狩野 均
  • 知識ベースにもとづく三面図の矛盾解消
    狩野 均
  • Removal of Contradictions in a Three Orthographic Views using Knowledge Base
    狩野 均
  • 「ウイルス進化論に基づく制約充足問題の解法(Solving constrain satisfaction problems based on virus theory of evolution)」
    狩野 均
  • ウイルス進化論に基づくGAによるカーナビのための実時間経路探索(Real-time path planning for car navigation systems using virus GA)」
    狩野 均
  • 「セルの相互作用とGAを用いた仮想都市の生成(Virtual city modeling using GA and cell interaction)」
    狩野 均
Teaching
2018-10 -- 2019-02Machine Intelligence and Media Technologies Laboratory BUniversity of Tsukuba.
2018-04 -- 2018-08Machine Intelligence and Media Technologies Laboratory AUniversity of Tsukuba.
2019-01 -- 2019-02Computer Simulation Methods in PhysicsUniversity of Tsukuba.
2018-04 -- 2018-06Advanced Evolutionary ComputationUniversity of Tsukuba.
2018-04 -- 2018-06Knowledge ProcessingUniversity of Tsukuba.
2018-10 -- 2019-02Seminar in Computer ScienceUniversity of Tsukuba.
2018-10 -- 2019-02Research in Computer Science IUniversity of Tsukuba.
2018-10 -- 2019-02Research in Computer Science IIUniversity of Tsukuba.
2018-10 -- 2019-02Research in Computer ScienceUniversity of Tsukuba.
2018-10 -- 2019-02Computer Science Seminar AUniversity of Tsukuba.
Professional activities
2007-10 -- 2009-07THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE全国大会プログラム委員
2012-06 -- 2014-06THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE評議委員
1996-06 -- 2000-06THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE編集委員会委員

(Last updated: 2019-06-28)