Hisashi Handa, Dr.
Associate Professor
Department of Infomatics, Faculty of Science and Technology
Kindai University, Kowakae 3-4-1, Higashi-Osaka, JAPAN
+81 6 6721 2332

Publications

Refered Journals

  • H. Ishibuchi, H. Handa: "Recent Advances in Evolutionary Computation," Transaction of the Japanese Society for Evolutionary Computation, 1(1) 15-22, 2010 (in Japanese)
  • H. Handa: "Constitution of Ms.PacMan player with critical-situation learning mechanism," International Journal of Knowledge Engineering and Soft Data Paradigms, 2(3) 237-250, 2010
  • Tokue Nishimura, Hisashi Handa: "Rule acquisition for cognitive agents by using estimation of distribution algorithms," International Journal of Knowledge Engineering and Soft Data Paradigms, 2(3) 224-236, 2010
  • H. Handa: "Estimation of Distribution Algorithms for Solving Reinforcement Learning Problems," IEEJ Transaction on Electronics, Information and Systems, 130(5) 758-765, 2010 (in Japanese)

  • H. Suto, H. Kawakami, H. Handa: "Introducing Loose Constraints into Hyperlinks," Journal of the Japan Society of Kansei Engineering, 9(1) 11-18, 2009 (in Japanese)

  • 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

  • H. Handa: "Solving Constraint Satisfaction Problems by Memetic Algorithms Using Estimation of Distribution Algorithms," Transactions of the Japanese Society for Artificial Intelligence, 19(5) 405-412, 2004 (in Japanese)

  • H. Handa, A. Ninomiya, T. Horiuchi, T. Konishi, M. Baba: "An Incremental State-Space Construction Based on the Notion of Contradiction for Reinforcement Learning," Transactions of the Society of Instrument and Control Engineers, 38(5) 469-476, 2002 (in Japanese)
  • 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
  • M. Baba, K. Ohtani, M Imai, H. Handa: "A New Rangefinder for Three-Dimensional Shape Measurement of Objects with Unknown Reflectance," The transactions of the Institute of Electronics, Information and Communication Engineers, J85-D-II(6) 1025-1037, 2002 (in Japanese)
  • 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

  • H. Handa, K. Watanabe, K. Katai, T. Konishi, M. Baba: "Coevolutionary GA with a Stochastic Genetic Repair Operator for Solving Constraint Satisfaction Problems," Transactions of the Society of Instrument and Control Engineers, 37(6) 567-576, 2001 (in Japanese)

  • M. Baba, K. Katai, H. Handa: "Shape Measurement of Columnar Objects with Specular Surfaces by Slit Ray Projectiton Method," The transactions of the Institute of Electronics, Information and Communication Engineers, J83-D-II(8) 1773-1782, 2000 (in Japanese)

  • H. Handa, K. Katai, N. Baba, T. Sawaragi, T. Konishi, M. Baba: "Proposal of a New Genetic Algorithm Utilizing a Mechanism of Co-Evolution," Transactions of the Society of Instrument and Control Engineers, 35(11) 1438-1446, 1999 (in Japanese)

  • 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," Journal of Japan Association of Simulation And Gaming, 5(1) 62-68, 1995 (in Japanese)

  • H. Ishibuchi, H. Handa: "Recent Advances in Evolutionary Computation," Transaction of the Japanese Society for Evolutionary Computation, 1(1) 15-22, 2010 (in Japanese)
  • H. Handa: "Constitution of Ms.PacMan player with critical-situation learning mechanism," International Journal of Knowledge Engineering and Soft Data Paradigms, 2(3) 237-250, 2010
  • Tokue Nishimura, Hisashi Handa: "Rule acquisition for cognitive agents by using estimation of distribution algorithms," International Journal of Knowledge Engineering and Soft Data Paradigms, 2(3) 224-236, 2010
  • H. Handa: "Estimation of Distribution Algorithms for Solving Reinforcement Learning Problems," IEEJ Transaction on Electronics, Information and Systems, 130(5) 758-765, 2010 (in Japanese)
  • H. Suto, H. Kawakami, H. Handa: "Introducing Loose Constraints into Hyperlinks," Journal of the Japan Society of Kansei Engineering, 9(1) 11-18, 2009 (in Japanese)
  • 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
  • H. Handa: "Solving Constraint Satisfaction Problems by Memetic Algorithms Using Estimation of Distribution Algorithms," Transactions of the Japanese Society for Artificial Intelligence, 19(5) 405-412, 2004 (in Japanese)
  • H. Handa, A. Ninomiya, T. Horiuchi, T. Konishi, M. Baba: "An Incremental State-Space Construction Based on the Notion of Contradiction for Reinforcement Learning," Transactions of the Society of Instrument and Control Engineers, 38(5) 469-476, 2002 (in Japanese)
  • 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
  • M. Baba, K. Ohtani, M Imai, H. Handa: "A New Rangefinder for Three-Dimensional Shape Measurement of Objects with Unknown Reflectance," The transactions of the Institute of Electronics, Information and Communication Engineers, J85-D-II(6) 1025-1037, 2002 (in Japanese)
  • 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
  • H. Handa, K. Watanabe, K. Katai, T. Konishi, M. Baba: "Coevolutionary GA with a Stochastic Genetic Repair Operator for Solving Constraint Satisfaction Problems," Transactions of the Society of Instrument and Control Engineers, 37(6) 567-576, 2001 (in Japanese)
  • M. Baba, K. Katai, H. Handa: "Shape Measurement of Columnar Objects with Specular Surfaces by Slit Ray Projectiton Method," The transactions of the Institute of Electronics, Information and Communication Engineers, J83-D-II(8) 1773-1782, 2000 (in Japanese)
  • H. Handa, K. Katai, N. Baba, T. Sawaragi, T. Konishi, M. Baba: "Proposal of a New Genetic Algorithm Utilizing a Mechanism of Co-Evolution," Transactions of the Society of Instrument and Control Engineers, 35(11) 1438-1446, 1999 (in Japanese)
  • 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," Journal of Japan Association of Simulation And Gaming, 5(1) 62-68, 1995 (in Japanese)

Books
  • N. Baba, L.C. Jain, and H. Handa (Editors): Advanced Intelligent Paradigms in Computer Games, Springer-Verlag Berlin and Heidel- berg GmbH & Co. K, 2007
  • N. Baba, and H. Handa: "COMMONS GAME Made More Exciting by an Intelligent Utilization of the Two Evolutionary Algorithms," in Advanced Intelligent Paradigms in Computer Games, Springer-Verlag Berlin and Heidel- berg GmbH & Co. K, 1-16, 2007
  • H. Handa, L. Chapman, and X. Yao: "COMMONS GAME Made More Exciting by an Intelligent Utilization of the Two Evolutionary Algorithms," in Evolutionary Computation in Dynamic and Uncertain Environments, Springer-Verlag Berlin and Heidel- berg GmbH & Co. K, 497-517, 2007
  • O. Katai and H. Handa: "Evolution of Evolutionary Computation," in Handbook of Evolutionary Technology: Computation and Application, Kindai Kagaku Sha, 1-8, 2010 (in Japanese)
  • H. Handa: "Other Representations," in Handbook of Evolutionary Technology: Computation and Application, Kindai Kagaku Sha, 50-54, 2010 (in Japanese)
  • H. Handa: "Probabilistic Model Builiding GA," in Handbook of Evolutionary Technology: Computation and Application, Kindai Kagaku Sha, 133-147, 2010 (in Japanese)
International Conferences

  • H. Handa, H. Kawakami: "Dimension reduction by Manifold Learning for Evolutionary Learning with redundant sensory inputs," IEEE Congress on Evolutionary Computation, 1-6, 2010
  • H. Handa, H. Kawakami: "Evolutionary algorithms for gesture segmentation," Proc. SICE Annual Conference 2010, 1722-1723, 2010
  • Norio Baba, Hisashi Handa, Mariko Kusaka, Masaki Takeda, Yuriko Yoshihara, Keisuke Kogawa: "Utilization of Evolutionary Algorithms for Making COMMONS GAME Much More Exciting," KES (3), 555-561, 2010
  • Hisashi Handa: "Experimental Analysis of the Effect of Dimensionality Reduction on Instance-Based Policy Optimization," PRICAI, 433-444, 2010
  • Hisashi Handa: "Neuroevolution with Manifold Learning for Playing Mario," Proc. the 14th Asia Pacific Symposium on Intelligent and Evolutionary Systems, 2010

  • 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(0x87f2108)," 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 4557 189-198, 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), 1 145-150, 2005
  • H. Handa: "Estimation of Distribution Algorithms with Mutation," Proceedings of the 5th European Conference on Evolutionary Computation in Combinatorial Optimization, LNCS 3448 112-121, 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 3102 396-397, 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 2723 991-1002, 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, 1 436-439, 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, 2 910-913, 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, 2 1213-1219, 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, 2 1184-1189, 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, 3 617-621, 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, 1 252-257, 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, 1 424-427, 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, 2760 128-138, 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, 2760 164-174, 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, 1 389-393, 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, 2 818-823, 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, H. Kawakami: "Dimension reduction by Manifold Learning for Evolutionary Learning with redundant sensory inputs," IEEE Congress on Evolutionary Computation, 1-6, 2010
  • H. Handa, H. Kawakami: "Evolutionary algorithms for gesture segmentation," Proc. SICE Annual Conference 2010, 1722-1723, 2010
  • Norio Baba, Hisashi Handa, Mariko Kusaka, Masaki Takeda, Yuriko Yoshihara, Keisuke Kogawa: "Utilization of Evolutionary Algorithms for Making COMMONS GAME Much More Exciting," KES (3), 555-561, 2010
  • Hisashi Handa: "Experimental Analysis of the Effect of Dimensionality Reduction on Instance-Based Policy Optimization," PRICAI, 433-444, 2010
  • Hisashi Handa: "Neuroevolution with Manifold Learning for Playing Mario," Proc. the 14th Asia Pacific Symposium on Intelligent and Evolutionary Systems, 2010
  • 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(0x87f2108)," 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 4557 189-198, 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), 1 145-150, 2005
  • H. Handa: "Estimation of Distribution Algorithms with Mutation," Proceedings of the 5th European Conference on Evolutionary Computation in Combinatorial Optimization, LNCS 3448 112-121, 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 3102 396-397, 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 2723 991-1002, 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, 1 436-439, 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, 2 910-913, 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, 2 1213-1219, 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, 2 1184-1189, 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, 3 617-621, 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, 1 252-257, 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, 1 424-427, 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, 2760 128-138, 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, 2760 164-174, 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, 1 389-393, 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, 2 818-823, 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

Awards

  • 2009 ACM GECCO Best Paper Award
  • 2009 JSAI Incentive Award

 

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