半田 久志

E-Mail: handa@sdc.it.okayama-u.ac.jp

English Version  

• 岡山大学 工学部 情報工学科 　助教　博士（情報学） 
• 出身地 
  • 大阪府 堺市

• 研究内容 

  遺伝的アルゴリズム,ニューラルネットワークに興味.

  paper archives in the IEEE Xplore
  査読論文

  • 2007
  • 2006
  • 2004
  • 2002
  • 2001
  • 2000
  • 1999
  • 1998
  • 1995
  • all

  • H. Handa: "The Effectiveness of Mutation Operation in the case of Estimation of Distribution Algorithms," Journal of Biosystems, 87(2-3)243-251, 2007

  • H. Handa, L. Chapman, X. Yao: "Robust Route Optimization for Gritting/Salting Trucks: A CERCIA Experience," IEEE Computational Intelligence Magazine, 1(1)6-9, 2006

  • 半田 久志: "分布推定アルゴリズムによるMemetic Algorithmsを用いた制約充足問題解決," 人工知能学会誌, 19(5)405-412, 2004

  • 半田 久志, 二宮 明, 堀内 匡, 小西 忠孝, 馬場　充: "強化学習における矛盾の概念に沿った漸増的な状態空間の構成法," 計測自動制御学会論文集, 38(5)469-476, 2002
  • H. Handa, T. Horiuchi, O. Katai, M. Baba: "A Novel Hybrid Framework of Coevolutionary GA and Machine Learning," International Journal of Computational Intelligence and Applications, 2(1)33-52, 2002
  • 馬場　充, 大谷　幸三, 今井　慎, 半田 久志: "表面反射特性が未知な物体の3次元形状抽出可能なレンジファインダ," 電子情報通信学会論文誌, J85-D-II(6)1025-1037, 2002
  • M. Baba, T. Konishi, H. Handa: "Shape Measurement of Columnar Objects with Specular Surfaces by Slit Ray Projection Method," Systems and Computers in Japan, 33(4)50-60, 2002

  • 半田 久志, 渡部 克之, 片井 修, 小西 忠孝, 馬場 充: "制約充足問題解決のための確率的リペア操作を内包した共進化型遺伝的アルゴリズム," 計測自動制御学会論文集, 37(6)567-576, 2001

  • 馬場 充, 小西 忠孝, 半田 久志: "スリット光投光法による柱状鏡面物体の形状測定法," 電子情報通信学会論文誌, J83-D-II(8)1773-1782, 2000

  • 半田 久志, 片井 修, 馬場 則夫, 椹木 哲夫, 小西 忠孝, 馬場 充: "共進化の機構を用いた遺伝的アルゴリズムの提案," 計測自動制御学会論文集, 35(11)1438-1446, 1999

  • H. Handa, O. Katai, N. Baba, T. Sawaragi: "Coevolutionary searching method by double-layered populaion with genetic information exchange," Australian Journal of Intelligent Information Processing Systems, 4(3/4)196-205, 1998

  • N. Baba, H. Handa: "Utilization of Neural Network for Constructing a User Friendly Decision Support System to Deal Stocks," 日本シミュレーション ＆ ゲーミング学会誌, 5(1)62-68, 1995

  • H. Handa: "The Effectiveness of Mutation Operation in the case of Estimation of Distribution Algorithms," Journal of Biosystems, 87(2-3)243-251, 2007
  • H. Handa, L. Chapman, X. Yao: "Robust Route Optimization for Gritting/Salting Trucks: A CERCIA Experience," IEEE Computational Intelligence Magazine, 1(1)6-9, 2006
  • 半田 久志: "分布推定アルゴリズムによるMemetic Algorithmsを用いた制約充足問題解決," 人工知能学会誌, 19(5)405-412, 2004
  • 半田 久志, 二宮 明, 堀内 匡, 小西 忠孝, 馬場　充: "強化学習における矛盾の概念に沿った漸増的な状態空間の構成法," 計測自動制御学会論文集, 38(5)469-476, 2002
  • H. Handa, T. Horiuchi, O. Katai, M. Baba: "A Novel Hybrid Framework of Coevolutionary GA and Machine Learning," International Journal of Computational Intelligence and Applications, 2(1)33-52, 2002
  • 馬場　充, 大谷　幸三, 今井　慎, 半田 久志: "表面反射特性が未知な物体の3次元形状抽出可能なレンジファインダ," 電子情報通信学会論文誌, J85-D-II(6)1025-1037, 2002
  • M. Baba, T. Konishi, H. Handa: "Shape Measurement of Columnar Objects with Specular Surfaces by Slit Ray Projection Method," Systems and Computers in Japan, 33(4)50-60, 2002
  • 半田 久志, 渡部 克之, 片井 修, 小西 忠孝, 馬場 充: "制約充足問題解決のための確率的リペア操作を内包した共進化型遺伝的アルゴリズム," 計測自動制御学会論文集, 37(6)567-576, 2001
  • 馬場 充, 小西 忠孝, 半田 久志: "スリット光投光法による柱状鏡面物体の形状測定法," 電子情報通信学会論文誌, J83-D-II(8)1773-1782, 2000
  • 半田 久志, 片井 修, 馬場 則夫, 椹木 哲夫, 小西 忠孝, 馬場 充: "共進化の機構を用いた遺伝的アルゴリズムの提案," 計測自動制御学会論文集, 35(11)1438-1446, 1999
  • H. Handa, O. Katai, N. Baba, T. Sawaragi: "Coevolutionary searching method by double-layered populaion with genetic information exchange," Australian Journal of Intelligent Information Processing Systems, 4(3/4)196-205, 1998
  • N. Baba, H. Handa: "Utilization of Neural Network for Constructing a User Friendly Decision Support System to Deal Stocks," 日本シミュレーション ＆ ゲーミング学会誌, 5(1)62-68, 1995

  国際会議

  • 2009
  • 2008
  • 2007
  • 2006
  • 2005
  • 2004
  • 2003
  • 2002
  • 2001
  • 2000
  • 1999
  • 1998
  • 1997
  • 1996
  • 1995
  • 1994
  • all

  • H. Handa: "EDA-RL: estimation of distribution algorithms for reinforcement learning problems," Proceedings of the 2009 Genetic and Evolutionary Computation Conference, 405-412, 2009
  • H. Handa: "Detection of critical situations by CMAC+Q-learning for PacMan agents," Proceedings of 2009 IEEE International Conference on Networking, Sensing and Control, 124-129, 2009
  • H. Handa: "Solving Multi-Objective Reinforcement Learning Problems by EDA-RL - Acquisition of Various Strategies," Proceedings of the 9th International Conference on Intelligent Systems Design and Applications, 426-431, 2009
  • H. Tsubota, H. Handa: "Evolving FPS Game Players by Using Continuous EDA-RL," Proceedings of the 5th International Workshop on Computational Intelligence and Applications, 143-146, 2009
  • H. Handa: "Rule Induction by EDA with Instance-Subpopulations," Proceedings of the 5th International Workshop on Computational Intelligence and Applications, 3-7, 2009

  • H. Handa, M. Isozaki: "Evolutionary Fuzzy Systems for Generating Better Ms.PacMan Players," Proceedings of the 2008 IEEE World Congress on Computatonal Intelligence, 2182-2185, 2008
  • H. Handa, T. Nishimura: "Solving Reinforcement Learning Problems by Using Estimation of Distribution Algorithms," Proceedings of SCIS and ISIS 2008, 676-681, 2008
  • H. Handa, S. Kajiyama: "Decision-Making of Football Agents with Support Vector Machine," Proceedings of 2008 UKACSS Control Conference, 2008

  • H. Handa: "Estimation of distribution algorithms with niche separation mechanism," Proceedings of the 2007 IEEE Congress on Evolutionary Computaton, 119-126, 2007
  • H. Suto, H. Kawakami, H. Handa: "Analyzing Information Flow between Web Designers and Users," Proceedings of the International Symposium on Humanized Systems 2007, 95-98, 2007
  • H. Handa, H. Kawakami, H. Suto: "User modeling in the case of artifact operation based on Channel Theory," Proceedings of 2007 SICE Annual Conference, 2282-2285, 2007
  • H. Kawakami, T. Shiose, O. Katai, H. Suto, H. Handa, M. Okita, H. Kawakami, T. Shiose, O. Katai, H. Suto, H. Handa and M. Okita: "ARRAY(0x8857dc8)," CD-ROM Proceedings of the 11th Asia-Pacific Workshop on Intelligent and Evolutionary Systems, 2007
  • H. Handa, H. Suto, M. Okita, H. Kawakami: "Agent-Based Simulation of Regional Cat Activities," CD-ROM Proceedings of the 11th Asia-Pacific Workshop on Intelligent and Evolutionary Systems, 2007
  • H. Suto, H. Kawakami, H. Handa: "A Study of Information Flow Between Designers and Users Via Website Focused on Property of Hyper Links," Human Interface, Part I, HCI International 2007, LNCS 4557189-198, 2007
  • H. Handa: "Evolutionary Computation on Multitask Reinforcement Learning Problems," Proceedings of 2007 IEEE International Conference on Networking, Sensing and Control, 685-688, 2007
  • H. Handa, N. Baba: "Evolutionary Computation for Designing Game Rules of the COMMONS GAME," Proceedings of IEEE Symposium on Computational Intelligence and Games (CIG 2007), 334-339, 2007
  • N. Baba, H. Handa: "Utilization of Evolutionary Algorithms for Making the Environmental Game Much More Exciting," Proceedings of the 2007 IEEE Congress on Evolutionary Computaton, 119-126, 2007

  • H. Handa: "Fitness Function for Finding out Robust Solutions on Time-Varying Functions," Proceedings of the 2006 Genetic and Evolutionary Computation Conference, 1195-1200, 2006
  • H. Handa, D. Lin, L. Chapman, X. Yao: "Robust Solution of Salting Route Optimisation Using Evolutionary Algorithms," Proceedings of the 2006 Congress on Evolutionary Computation (CEC'06), 3098-3105, 2006
  • L. Chapman, H. Handa, X. Yao: "Salting Route Optimisation using XRWIS and Evolutionary Computation," Proceedings of 13th SIRWEC Conference, 149-155, 2006

  • H. Handa, L. Chapman, X. Yao: "Dynamic Salting Route Optimisation using Evolutionary Computation," Proceedings of the 2005 Congress on Evolutionary Computation (CEC'05), 1145-150, 2005
  • H. Handa: "Estimation of Distribution Algorithms with Mutation," Proceedings of the 5th European Conference on Evolutionary Computation in Combinatorial Optimization, LNCS 3448112-121, 2005

  • H. Handa: "State Space Construction of Reinforcement Learning Agents Based upon Anticipated Sensory Changes," Proceedings of the 2004 International Joint Conference on Neural Networks, 1115-1120, 2004
  • H. Handa: "Mutation Can Improve the Search Capability of Estimation of Distribution Algorithms," Proceedings of the 2004 Genetic and Evolutionary Computation Conference, LNCS 3102396-397, 2004

  • H. Handa: "Hybridization of Estimation of Distribution Algorithms with A Repair Method for Solving Constraint Satisfaction Problems," Proceedings of the 2003 Genetic and Evolutionary Computation Conference, LNCS 2723991-1002, 2003
  • H. Handa: "Knowledge Extraction from Game Records by Using Probabilistic Model Based XCS," Proceedings of the International Simulation and Gaming Association 34th Annual Conference, 1139-1147, 2003
  • H. Handa, O. Katai: "Estimation of Bayesian Network Algorithm with GA searching for Better Network Structure," Proceedings of IEEE International Conference on Neural Networks and Signal Processing, 1436-439, 2003

  • H. Handa, H. Kawakami, O. Katai: "An Evolutionary Computation With a Generative Encoding Method for Artifact Design," Proceedings of 4th Asia-Pacific Conference on Simulated Evolution And Learning, 183-187, 2002

  • T. Horiuchi, H. Handa, T. Kaneko, O. Katai: "Experimental Study on a Novel Hybrid Framework of Genetic Algorithm and Machine Learning," Proceedings of the Second Vietnam-Japan Symposium on Fuzzy Systems and Applications, 218-224, 2001
  • H. Handa, A. Ninomiya, T. Horiuchi, T. Konishi, M. Baba: "Adaptive State Construction for Reinforcement Learning and its Application to Robot Navigation Problems," Proceedings of the 2001 IEEE Systems Man and Cybernetics Conference, 1436-1441, 2001
  • H. Handa, T. Horiuchi, T. Konishi, M. Baba: "Evolving Neural Networks with Pruning Operator for Constructing Game Playing Agents," Proceedings of KES2001, 2910-913, 2001
  • H. Handa, T. Horiuchi, O. Katai, T. Kaneko, T. Konishi, M. Baba: "Fusion of coevolutionary GA and machine learning techniques through effective schema extraction," Proceedings of the 2001 Genetic and Evolutionary Computation Conference, 764, 2001
  • H. Handa, T. Horiuchi, O. Katai, T. Kaneko, T. Konishi, M. Baba: "Coevolutionary GA with Schema Extraction by Machine Learning Techniques and Its Application to Knapsack Problems," Proceedings of the 2001 Congress on Evolutionary Computation, 21213-1219, 2001
  • H. Handa, T. Noda, T. Konishi, O. Katai, M. Baba: "Perception-Action Rule Acquisition by Coevolutionary Fuzzy Classifier System," Proceedings of IFSA/NAFIPS 2001, 2405-2410, 2001

  • H. Handa, A. Ninomiya, T. Horiuchi, T. Konishi, M. Baba: "An Incremental State-Segmantation Method for Reinforcement Learning Using ART Neural Network," Proceedings of the 2000 IEEE International Conference on Industrial Electronics, Control and Instrumentation, 2732-2737, 2000
  • H. Handa, O. Katai, T. Konishi, M. Baba: "Constraint Satisfaction on Dynamic Environments by the means of Coevolurionary Genetic Algorithms," Proceedings of the 2000 IEEE International Conference on Industrial Electronics, Control and Instrumentation, 2935-2040, 2000
  • H. Handa, O. Katai, T. Konishi, M. Baba: "A New Fitness Function for Discovering a lot of Satisfiable Solutions in Constarint Satisfaction Problems," Proceedings of the 2000 Congress on Evolutionary Computation, Vol.II, 21184-1189, 2000
  • H. Handa, O. Katai, T. Konishi, M. Baba: "A Study of the Adaptability of Coevolutionary GAs in the Case of Metamorphosing Constraint Structure," Proceedings of The Second Asia-Pacific Conference on Genetic Algorithms and Applications, 308-314, 2000

  • H. Handa, K. Watanabe, O. Katai, T. Konishi, M. Baba: "Coevolutionary Genetic Algorithm for Constraint Satisfaction with a Genetic Repair Operator for Effective Schemata Formation," Proceedings of the 1999 IEEE System Man and Cybernetics Conference, 3617-621, 1999
  • H. Handa, O. Katai, T. Konishi, M. Baba: "Coevolutionary Genetic Algorithms for Solving Dynamic Constraint Satisfaction Problems," Proceedings of the 1999 Genetic and Evolutionary Computation Conference, 1252-257, 1999

  • H. Handa, O. Katai, T. Sawaragi, N. Baba: "Solving Constraint Satisfaction Problems by Using Coevolutionary Genetic Algorithms," Proceedings of the 1998 IEEE International Conference on Evolutionary Computation, 21-26, 1998

  • H. Handa, N. Baba, O. Katai, T. Sawaragi: "Coevolutionary Genetic Algorithm with Effective Exploration and Exploitation of Useful Schemata," Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1424-427, 1997
  • H. Handa, N. Baba, O. Katai, T. Sawaragi, T. Horiuchi: "Genetic Algorithm involving Coevolution Mechanism to Search for Effective Genetic Information," Proceedings of the 1997 IEEE International Conference on Evolutionary Computation, 709-714, 1997

  • N. Baba, H. Handa: "Hierarchical Structure Stochastic Automata can Increase the Efficiency of the Back Propagation Method with Momentum," Proceedings of SPIE'96, 2760128-138, 1996
  • N. Baba, H. Handa, M. Hayashi: "Utilization of Neural Network and GAs for Constructing an Intelligent Decision Support System to Deal Stocks," Proceedings of SPIE'96, 2760164-174, 1996

  • N. Baba, H. Handa: "Utilization of Hierarchical Structure Stochastic Automata for the Back Propagation Method with Momentum," Proceedings of the 1995 IEEE International Conference on Neural Networks, 1389-393, 1995
  • N. Baba, H. Handa: "Utilization of neural network for constructing a user friendly decision support system to deal stocks," Proceedings of the 1995 IEEE International Conference on Neural Networks, 2818-823, 1995

  • N. Baba, H. Handa: "Genetic Algorithm Applied to Maze Passing Problem of Mobile Robot -A Comparison with the Learning Performance of the Hierarchical Structure Stochastic Automata," Proceedings of the 1994 IEEE International Conference on Neural Networks, 2690-2695, 1994

  • H. Handa: "EDA-RL: estimation of distribution algorithms for reinforcement learning problems," Proceedings of the 2009 Genetic and Evolutionary Computation Conference, 405-412, 2009
  • H. Handa: "Detection of critical situations by CMAC+Q-learning for PacMan agents," Proceedings of 2009 IEEE International Conference on Networking, Sensing and Control, 124-129, 2009
  • H. Handa: "Solving Multi-Objective Reinforcement Learning Problems by EDA-RL - Acquisition of Various Strategies," Proceedings of the 9th International Conference on Intelligent Systems Design and Applications, 426-431, 2009
  • H. Tsubota, H. Handa: "Evolving FPS Game Players by Using Continuous EDA-RL," Proceedings of the 5th International Workshop on Computational Intelligence and Applications, 143-146, 2009
  • H. Handa: "Rule Induction by EDA with Instance-Subpopulations," Proceedings of the 5th International Workshop on Computational Intelligence and Applications, 3-7, 2009
  • H. Handa, M. Isozaki: "Evolutionary Fuzzy Systems for Generating Better Ms.PacMan Players," Proceedings of the 2008 IEEE World Congress on Computatonal Intelligence, 2182-2185, 2008
  • H. Handa, T. Nishimura: "Solving Reinforcement Learning Problems by Using Estimation of Distribution Algorithms," Proceedings of SCIS and ISIS 2008, 676-681, 2008
  • H. Handa, S. Kajiyama: "Decision-Making of Football Agents with Support Vector Machine," Proceedings of 2008 UKACSS Control Conference, 2008
  • H. Handa: "Estimation of distribution algorithms with niche separation mechanism," Proceedings of the 2007 IEEE Congress on Evolutionary Computaton, 119-126, 2007
  • H. Suto, H. Kawakami, H. Handa: "Analyzing Information Flow between Web Designers and Users," Proceedings of the International Symposium on Humanized Systems 2007, 95-98, 2007
  • H. Handa, H. Kawakami, H. Suto: "User modeling in the case of artifact operation based on Channel Theory," Proceedings of 2007 SICE Annual Conference, 2282-2285, 2007
  • H. Kawakami, T. Shiose, O. Katai, H. Suto, H. Handa, M. Okita, H. Kawakami, T. Shiose, O. Katai, H. Suto, H. Handa and M. Okita: "ARRAY(0x8857dc8)," CD-ROM Proceedings of the 11th Asia-Pacific Workshop on Intelligent and Evolutionary Systems, 2007
  • H. Handa, H. Suto, M. Okita, H. Kawakami: "Agent-Based Simulation of Regional Cat Activities," CD-ROM Proceedings of the 11th Asia-Pacific Workshop on Intelligent and Evolutionary Systems, 2007
  • H. Suto, H. Kawakami, H. Handa: "A Study of Information Flow Between Designers and Users Via Website Focused on Property of Hyper Links," Human Interface, Part I, HCI International 2007, LNCS 4557189-198, 2007
  • H. Handa: "Evolutionary Computation on Multitask Reinforcement Learning Problems," Proceedings of 2007 IEEE International Conference on Networking, Sensing and Control, 685-688, 2007
  • H. Handa, N. Baba: "Evolutionary Computation for Designing Game Rules of the COMMONS GAME," Proceedings of IEEE Symposium on Computational Intelligence and Games (CIG 2007), 334-339, 2007
  • N. Baba, H. Handa: "Utilization of Evolutionary Algorithms for Making the Environmental Game Much More Exciting," Proceedings of the 2007 IEEE Congress on Evolutionary Computaton, 119-126, 2007
  • H. Handa: "Fitness Function for Finding out Robust Solutions on Time-Varying Functions," Proceedings of the 2006 Genetic and Evolutionary Computation Conference, 1195-1200, 2006
  • H. Handa, D. Lin, L. Chapman, X. Yao: "Robust Solution of Salting Route Optimisation Using Evolutionary Algorithms," Proceedings of the 2006 Congress on Evolutionary Computation (CEC'06), 3098-3105, 2006
  • L. Chapman, H. Handa, X. Yao: "Salting Route Optimisation using XRWIS and Evolutionary Computation," Proceedings of 13th SIRWEC Conference, 149-155, 2006
  • H. Handa, L. Chapman, X. Yao: "Dynamic Salting Route Optimisation using Evolutionary Computation," Proceedings of the 2005 Congress on Evolutionary Computation (CEC'05), 1145-150, 2005
  • H. Handa: "Estimation of Distribution Algorithms with Mutation," Proceedings of the 5th European Conference on Evolutionary Computation in Combinatorial Optimization, LNCS 3448112-121, 2005
  • H. Handa: "State Space Construction of Reinforcement Learning Agents Based upon Anticipated Sensory Changes," Proceedings of the 2004 International Joint Conference on Neural Networks, 1115-1120, 2004
  • H. Handa: "Mutation Can Improve the Search Capability of Estimation of Distribution Algorithms," Proceedings of the 2004 Genetic and Evolutionary Computation Conference, LNCS 3102396-397, 2004
  • H. Handa: "Hybridization of Estimation of Distribution Algorithms with A Repair Method for Solving Constraint Satisfaction Problems," Proceedings of the 2003 Genetic and Evolutionary Computation Conference, LNCS 2723991-1002, 2003
  • H. Handa: "Knowledge Extraction from Game Records by Using Probabilistic Model Based XCS," Proceedings of the International Simulation and Gaming Association 34th Annual Conference, 1139-1147, 2003
  • H. Handa, O. Katai: "Estimation of Bayesian Network Algorithm with GA searching for Better Network Structure," Proceedings of IEEE International Conference on Neural Networks and Signal Processing, 1436-439, 2003
  • H. Handa, H. Kawakami, O. Katai: "An Evolutionary Computation With a Generative Encoding Method for Artifact Design," Proceedings of 4th Asia-Pacific Conference on Simulated Evolution And Learning, 183-187, 2002
  • T. Horiuchi, H. Handa, T. Kaneko, O. Katai: "Experimental Study on a Novel Hybrid Framework of Genetic Algorithm and Machine Learning," Proceedings of the Second Vietnam-Japan Symposium on Fuzzy Systems and Applications, 218-224, 2001
  • H. Handa, A. Ninomiya, T. Horiuchi, T. Konishi, M. Baba: "Adaptive State Construction for Reinforcement Learning and its Application to Robot Navigation Problems," Proceedings of the 2001 IEEE Systems Man and Cybernetics Conference, 1436-1441, 2001
  • H. Handa, T. Horiuchi, T. Konishi, M. Baba: "Evolving Neural Networks with Pruning Operator for Constructing Game Playing Agents," Proceedings of KES2001, 2910-913, 2001
  • H. Handa, T. Horiuchi, O. Katai, T. Kaneko, T. Konishi, M. Baba: "Fusion of coevolutionary GA and machine learning techniques through effective schema extraction," Proceedings of the 2001 Genetic and Evolutionary Computation Conference, 764, 2001
  • H. Handa, T. Horiuchi, O. Katai, T. Kaneko, T. Konishi, M. Baba: "Coevolutionary GA with Schema Extraction by Machine Learning Techniques and Its Application to Knapsack Problems," Proceedings of the 2001 Congress on Evolutionary Computation, 21213-1219, 2001
  • H. Handa, T. Noda, T. Konishi, O. Katai, M. Baba: "Perception-Action Rule Acquisition by Coevolutionary Fuzzy Classifier System," Proceedings of IFSA/NAFIPS 2001, 2405-2410, 2001
  • H. Handa, A. Ninomiya, T. Horiuchi, T. Konishi, M. Baba: "An Incremental State-Segmantation Method for Reinforcement Learning Using ART Neural Network," Proceedings of the 2000 IEEE International Conference on Industrial Electronics, Control and Instrumentation, 2732-2737, 2000
  • H. Handa, O. Katai, T. Konishi, M. Baba: "Constraint Satisfaction on Dynamic Environments by the means of Coevolurionary Genetic Algorithms," Proceedings of the 2000 IEEE International Conference on Industrial Electronics, Control and Instrumentation, 2935-2040, 2000
  • H. Handa, O. Katai, T. Konishi, M. Baba: "A New Fitness Function for Discovering a lot of Satisfiable Solutions in Constarint Satisfaction Problems," Proceedings of the 2000 Congress on Evolutionary Computation, Vol.II, 21184-1189, 2000
  • H. Handa, O. Katai, T. Konishi, M. Baba: "A Study of the Adaptability of Coevolutionary GAs in the Case of Metamorphosing Constraint Structure," Proceedings of The Second Asia-Pacific Conference on Genetic Algorithms and Applications, 308-314, 2000
  • H. Handa, K. Watanabe, O. Katai, T. Konishi, M. Baba: "Coevolutionary Genetic Algorithm for Constraint Satisfaction with a Genetic Repair Operator for Effective Schemata Formation," Proceedings of the 1999 IEEE System Man and Cybernetics Conference, 3617-621, 1999
  • H. Handa, O. Katai, T. Konishi, M. Baba: "Coevolutionary Genetic Algorithms for Solving Dynamic Constraint Satisfaction Problems," Proceedings of the 1999 Genetic and Evolutionary Computation Conference, 1252-257, 1999
  • H. Handa, O. Katai, T. Sawaragi, N. Baba: "Solving Constraint Satisfaction Problems by Using Coevolutionary Genetic Algorithms," Proceedings of the 1998 IEEE International Conference on Evolutionary Computation, 21-26, 1998
  • H. Handa, N. Baba, O. Katai, T. Sawaragi: "Coevolutionary Genetic Algorithm with Effective Exploration and Exploitation of Useful Schemata," Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1424-427, 1997
  • H. Handa, N. Baba, O. Katai, T. Sawaragi, T. Horiuchi: "Genetic Algorithm involving Coevolution Mechanism to Search for Effective Genetic Information," Proceedings of the 1997 IEEE International Conference on Evolutionary Computation, 709-714, 1997
  • N. Baba, H. Handa: "Hierarchical Structure Stochastic Automata can Increase the Efficiency of the Back Propagation Method with Momentum," Proceedings of SPIE'96, 2760128-138, 1996
  • N. Baba, H. Handa, M. Hayashi: "Utilization of Neural Network and GAs for Constructing an Intelligent Decision Support System to Deal Stocks," Proceedings of SPIE'96, 2760164-174, 1996
  • N. Baba, H. Handa: "Utilization of Hierarchical Structure Stochastic Automata for the Back Propagation Method with Momentum," Proceedings of the 1995 IEEE International Conference on Neural Networks, 1389-393, 1995
  • N. Baba, H. Handa: "Utilization of neural network for constructing a user friendly decision support system to deal stocks," Proceedings of the 1995 IEEE International Conference on Neural Networks, 2818-823, 1995
  • N. Baba, H. Handa: "Genetic Algorithm Applied to Maze Passing Problem of Mobile Robot -A Comparison with the Learning Performance of the Hierarchical Structure Stochastic Automata," Proceedings of the 1994 IEEE International Conference on Neural Networks, 2690-2695, 1994

  受賞

  • H. Handa: "EDA-RL: Estimation of Distribution Algorithms for Reinforcement Learning Problems" ACM/SIGEVO GECCO 2009 Best Paper Award
  ワークショップ

  • H. Handa, T. Noda, T. Konishi, O. Katai and M. Baba: "Coevolutionary Fuzzy Classifier System for Autonomous Mobile Robots", Proceedings of the 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, pp.271-276, 2000.
  • H. Handa, M. Baba, O. Katai and T. Konishi: "Shape from Shading Using a Genetic Algorithm with Tolerance Propagation", Proceedings of The Third Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, pp.16-21, 1999.
  • D. Nomura, H. Kawakami, T. Konishi and H. Handa: "A Network Model for Representing Physical Systems", Proceedings of the 2nd International Workshop on Strategic Knowledge and Concept Formation, pp. 169-179, 1999.
  • H. Handa, T. Konishi and M. Baba: "Solving Dynamic Constraint Satisfaction Problems by Using Genetic Approach", Proceedings of the Second Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, pp.176-181, 1998. (camera ready)
  • H. Handa, O. Katai, T. Sawaragi, N. Baba: "Emergent Searching Method by a Layered Population with Genetic Information Exchange", Australia Japan Joint Workshop on Intelligent and Evolutionary Systems, 1997. (transparency )
  卒論等

  • Hisashi HANDA： "Construction of Co-evolutionary Algorithms and Evaluation of Their Effectiveness", A Doctor Thesis Submitted to Graduate School of Informatics, Kyoto University, 2001
  • 半田 久志： "遺伝的アルゴリズムの基礎と応用に関する研究"， 平成７年度大阪教育大学大学院教育学研究科総合基礎科学専攻修士論文
  • 稲毛 三枝，半田 久志： "株式売買意思決定支援システムの構築"， 平成５年度大阪教育大学教育学部教養学科情報科学専攻卒業論文
  国際会議のプログラム委員

  • Member of program committee of the 2010 ACM/SIGEVO Genetic and Evolutionary Computation Conference (GECCO 2010)
  • Member of program committee of the 11th International Conference on Parallel Problem Solving from Nature (PPSN XI)
  • Member of program committee of the 40th International Conference on Computers and Industrial Engineering (CIE40)
  • Member of program committee of the 2009 ACM/SIGEVO Genetic and Evolutionary Computation Conference (GECCO 2009)
  • Member of program committee of the 2009 IEEE Congress on Evolutionary Computation (CEC 2009)
  • Member of program committee of the 2009 International Conference on Computational Intelligence and Security (CIS 2009)
  • Member of program committee of the 2008 ACM/SIGEVO Genetic and Evolutionary Computation Conference (GECCO 2008)
  • Member of the technical committee of the 2008 IEEE Congress on Evolutionary Computation (CEC 2008, a part of WCCI 2008)
  • Member of the technical committee of the 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008, a part of WCCI 2008)
  • Member of program committee of the Tenth International Conference on Parallel Problem Solving from Nature (PPSN X)
  • Member of program committee of the 7th International Conference on Simulated Evolution and Learning (SEAL 2008)
  • Member of program committee of International Conference on Electrical Engineering 2008 (ICEE 2008)
  • Member of international review committee of the 12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2008)
  • Member of program committee of the 2007 International Conference on Computational Intelligence and Security (CIS 2007)
  • Member of program committee of the 2007 ACM/SIGEVO Genetic and Evolutionary Computation Conference (GECCO 2007)
  • Member of program committee of 2007 IEEE Congress on Evolutionary Computation (CEC 2007)
  • Reviewer of the 2007 IEEE Symposium on Foundations of Computational Intelligence (FOCI 2007)
  • Member of program committee of the 2nd annual conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2007)
  • Member of program committee of the 3rd International Conference on Natural Computation (ICNC 2007)
  • Member of program committee of the 2006 ACM/SIGEVO Genetic and Evolutionary Computation Conference (GECCO 2006)
  • Reviewer of the 2006 IEEE Congress on Evolutionary Computation (CEC 2006)
  • Member of program committee of the Ninth International Conference on Parallel Problem Solving from Nature (PPSN IX)
  • Member of program committee of the 6th International Conference on Simulated Evolution and Learning (SEAL 2006)
  • Member of technology committee of Special Session on Optimization by Estimation of Distribution Algorithms, The Sixth International Conference on Simulated Evolution and Learning (SEAL 2006)
  • Reviewer of the 12th International Power Electronics and Motion Control Conference (EPE-PEMC)
  • Member of program committee of the 2005 Genetic and Evolutionary Computation Conference (GECCO 2005)
  • Member of review committee of the 2005 IEEE Congress on Evolutionary Computation (CEC 2005)
  • Member of program committee of the IEEE International Symposium on Industrial Electronics (ISIE 2005)
  • Member of program committee of the International Conference on Intelligent Computing (ICIC 2005)
  • Reviewer of the Sixth International Conference on Intelligent Data Engineering and Automated Learning (IDEAL'05)
  • Member of program committee of the 2004 Genetic and Evolutionary Computation Conference (GECCO 2004)
  • Member of program committee of the 2003 Genetic and Evolutionary Computation Conference (GECCO 2003)
  • Member of program committee of the 2002 Genetic and Evolutionary Computation Conference (GECCO 2002)
  • Member of program committee of the First International Symposium on Cyber World (CW 2002)
  • Member of program committee of the 2001 Genetic and Evolutionary Computation Conference (GECCO 2001)
  • Member of program committee of the 2000 Genetic and Evolutionary Computation Conference (GECCO 2000)
  • Member of program committee of the 1999 Genetic and Evolutionary Computation Conference (GECCO 1999)

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