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Research Output

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Conference contribution
2018

Estimation of Influence of Each Variable on User's Evaluation in Interactive Evolutionary Computation

Funaki, R., Sugimoto, K. & Murata, J., Oct 31 2018, 2018 9th International Conference on Awareness Science and Technology, iCAST 2018. Institute of Electrical and Electronics Engineers Inc., p. 167-174 8 p. 8517220. (2018 9th International Conference on Awareness Science and Technology, iCAST 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

Design of incentive-based demand response programs using inverse optimization

Murakami, M., Funaki, R. & Murata, J., Nov 27 2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2754-2759 6 p. (2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)
2016

A study on effective demand response program in electric power system based on results of demonstrative field test

Kawamura, K., Doki, T., Oono, Y., Takano, H. & Murata, J., Nov 18 2016, 2016 55th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2016. Institute of Electrical and Electronics Engineers Inc., p. 264-269 6 p. 7749255. (2016 55th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Curious: Searching for unknown regions of space with a subpopulation-based algorithm

Vargas, D. V. & Murata, J., Jul 20 2016, GECCO 2016 Companion - Proceedings of the 2016 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 145-146 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2015

Novelty-organizing team of classifiers in noisy and dynamic environments

Vargas, D. V., Takano, H. & Murata, J., 2015, 2015 IEEE Congress on Evolutionary Computation (CEC). p. 2937-2944 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Novelty-Organizing Team of Classifiers in noisy and dynamic environments

Vargas, D. V., Takano, H. & Murata, J., Sep 10 2015, 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2937-2944 8 p. 7257254. (2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Simultaneous determination of optimal sizes and locations of Distributed Generation units by Differential Evolution

Md Rasid, M., Junichi, M. & Hirotaka, T., Nov 10 2015, 2015 18th International Conference on Intelligent System Application to Power Systems, ISAP 2015. Institute of Electrical and Electronics Engineers Inc., 7325569. (2015 18th International Conference on Intelligent System Application to Power Systems, ISAP 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

The relationship between (Un)fractured problems and division of input space

Vargas, D. V., Takano, H. & Murata, J., Jul 11 2015, GECCO 2015 - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference. Silva, S. (ed.). Association for Computing Machinery, Inc, p. 981-987 7 p. (GECCO 2015 - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The Relationship Between (Un) Fractured Problems and Division of Input Space

Vargas, D. V., Takano, H. & Murata, J., 2015, Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation. p. 981-987 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tree structure based differential evolution for optimization of trees and interactive evolutionary computation

Funaki, R., Takano, H. & Murata, J., Sep 30 2015, 2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015. Institute of Electrical and Electronics Engineers Inc., p. 331-336 6 p. 7285442. (2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2014

A study on abstract policy for acceleration of reinforcement learning

Faudzi, A. A. M., Takano, H. & Murata, J., Oct 23 2014, Proceedings of the SICE Annual Conference. Society of Instrument and Control Engineers (SICE), p. 1793-1798 6 p. 6935300. (Proceedings of the SICE Annual Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Novelty-Organizing Classifiers applied to classification and reinforcement learning: Towards flexible algorithms

Vargas, D. V., Takano, H. & Murata, J., Jan 1 2014, GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, p. 81-82 2 p. (GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Novelty-organizing classifiers applied to classification and reinforcement learning: towards flexible algorithms

Vargas, D. V., Takano, H. & Murata, J., 2014, Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation. p. 81-82 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Novelty-organizing team of classifiers - A team-individual multi-objective approach to reinforcement learning

Vargas, D. V., Takano, H. & Murata, J., Oct 23 2014, Proceedings of the SICE Annual Conference. Society of Instrument and Control Engineers (SICE), p. 1785-1792 8 p. 6935299. (Proceedings of the SICE Annual Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Novelty-organizing team of classifiers-a team-individual multi-objective approach to reinforcement learning

Vargas, D. V., Takano, H. & Murata, J., 2014, 2014 Proceedings of the SICE Annual Conference (SICE). p. 1785-1792 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

A study on the importance of selection pressure and low dimensional weak learners to produce robust ensembles

Vargas, D. V., Takano, H. & Murata, J., 2013, Proceedings of the 15th annual conference companion on Genetic and evolutionary computation. p. 1755-1756 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A study on the importance of selection pressure and low dimensional weak learners to produce robust ensembles

Vargas, D. V., Takano, H. & Murata, J., 2013, GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion. p. 1755-1756 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Contingency training

Vargas, D. V., Takano, H. & Murata, J., 2013, SICE 2013: International Conference on Instrumentation, Control, Information Technology and System Integration - SICE Annual Conference 2013, Conference Proceedings. p. 1361-1366 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Continuous adaptive reinforcement learning with the evolution of self organizing classifiers

Vargas, D. V., Takano, H. & Murata, J., 2013, 2013 IEEE Third Joint International Conference on Development and Learning and Epigenetic Robotics (ICDL). p. 1-2 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Continuous adaptive reinforcement learning with the evolution of Self Organizing Classifiers

Vargas, D. V., Takano, H. & Murata, J., 2013, 2013 IEEE 3rd Joint International Conference on Development and Learning and Epigenetic Robotics, ICDL 2013 - Electronic Conference Proceedings. 6652558

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Energy efficient demand control for air-conditioning systems

Tomita, Y., Kuwabara, K., Kobayashi, N., Murata, J. & Goda, T., Dec 1 2013, 2013 IEEE Power and Energy Society General Meeting, PES 2013. 6672454. (IEEE Power and Energy Society General Meeting).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Re-labeling differential evolution for combinatorial optimization

Funaki, R., Takano, H. & Murata, J., 2013, SICE 2013: International Conference on Instrumentation, Control, Information Technology and System Integration - SICE Annual Conference 2013, Conference Proceedings. p. 1550-1555 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Self organizing classifiers and niched fitness

Vargas, D. V., Takano, H. & Murata, J., Sep 2 2013, GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference. p. 1109-1116 8 p. (GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

Self organizing classifiers and niched fitness

Vargas, D. V., Takano, H. & Murata, J., 2013, Proceedings of the 15th annual conference on Genetic and evolutionary computation. p. 1109-1116 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2012

Adaptive Frequency Control for Hybrid Wind-Diesel power system using system estimator

Cuk Supriyadi, A. N., Takano, H., Murata, J., Goda, T. & Hashiguchi, T., Dec 1 2012, 2012 IEEE International Conference on Power System Technology, POWERCON 2012. 6401449. (2012 IEEE International Conference on Power System Technology, POWERCON 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

A study on global solar radiation forecasting models using meteorological data and their application to wide area forecast

Nomiyama, F., Asai, J., Murakami, T., Takano, H. & Murata, J., Dec 1 2012, 2012 IEEE International Conference on Power System Technology, POWERCON 2012. 6401336. (2012 IEEE International Conference on Power System Technology, POWERCON 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)
2011

A method for finding multiple subgoals for reinforcement learning

Ogihara, F. & Murata, J., Dec 1 2011, Proceedings of the 16th International Symposium on Artificial Life and Robotics, AROB 16th'11. p. 804-807 4 p. (Proceedings of the 16th International Symposium on Artificial Life and Robotics, AROB 16th'11).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A study on global solar radiation forecasting using weather forecast data

Nomiyama, F., Asai, J., Murakami, T. & Murata, J., Oct 13 2011, 54th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2011. 6026332. (Midwest Symposium on Circuits and Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

A study on use of prior information for acceleration of reinforcement learning

Terashima, K. & Murata, J., Jan 1 2011, SICE 2011 - SICE Annual Conference 2011, Final Program and Abstracts. Society of Instrument and Control Engineers (SICE), p. 537-543 7 p. 6060724. (Proceedings of the SICE Annual Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Daily solar radiation prediction based on wavelet analysis

Zhang, P., Takano, H. & Murata, J., Jan 1 2011, SICE 2011 - SICE Annual Conference 2011, Final Program and Abstracts. Society of Instrument and Control Engineers (SICE), p. 712-717 6 p. 6060756. (Proceedings of the SICE Annual Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Citations (Scopus)

Ecological driving based on preceding vehicle prediction using MPC

Kamal, M. A. S., Mukai, M., Murata, J. & Kawabe, T., Jan 1 2011, Proceedings of the 18th IFAC World Congress. 1 PART 1 ed. IFAC Secretariat, p. 3843-3848 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 44, no. 1 PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

24 Citations (Scopus)
2010

Multiple-attribute decision making with estimation of preferences of multiple evaluators

Murata, J., Saruwatari, M. & Hashikawa, S., Jan 1 2010, Proceedings of SICE Annual Conference 2010, SICE 2010 - Final Program and Papers. Society of Instrument and Control Engineers (SICE), p. 1466-1471 6 p. 5603478. (Proceedings of the SICE Annual Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multiple-attribute decision making with interactive estimation of user preference

Murata, J. & Kitahara, K., 2010, Proceedings of the 10th IASTED International Conference on Artificial Intelligence and Applications, AIA 2010. ACTA Press, p. 43-49 7 p. (Proceedings of the 10th IASTED International Conference on Artificial Intelligence and Applications, AIA 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

On board eco-driving system for varying road-traffic environments using model predictive control

Kamal, M. A. S., Mukai, M., Murata, J. & Kawabe, T., Dec 1 2010, 2010 IEEE International Conference on Control Applications, CCA 2010. p. 1636-1641 6 p. 5611196. (Proceedings of the IEEE International Conference on Control Applications).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

62 Citations (Scopus)
2009

An automotive collision avoidance control based on a feasible set

Mukai, M., Harada, Y., Murata, J., Kawabe, T., Nishira, H. & Deguchi, Y., 2009, ICCAS-SICE 2009 - ICROS-SICE International Joint Conference 2009, Proceedings. p. 2164-2168 5 p. 5335291

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Development of ecological driving system using model predictive control

Kamal, M. A. S., Mukai, M., Murata, J. & Kawabe, T., Dec 1 2009, ICCAS-SICE 2009 - ICROS-SICE International Joint Conference 2009, Proceedings. p. 3549-3554 6 p. 5335186. (ICCAS-SICE 2009 - ICROS-SICE International Joint Conference 2009, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Citations (Scopus)
2007

Driver-adaptive assist system for avoiding abnormality in driving

Kamal, M. A. S., Kawabe, T., Murata, J. & Mukai, M., Dec 1 2007, 16th IEEE International Conference on Control Applications, CCA 2007. Part of IEEE Multi-conference on Systems and Control. p. 1247-1252 6 p. 4389406. (Proceedings of the IEEE International Conference on Control Applications).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Introduction and control of subgoals in reinforcement learning

Murata, J., Abe, Y. & Ota, K., Dec 1 2007, Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, AIA 2007. p. 329-334 6 p. (Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, AIA 2007).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2004

Reinforcement learning for high-dimensional problems with symmetrical actions

Kamal, M. A. S. & Murata, J., Dec 1 2004, 2004 IEEE International Conference on Systems, Man and Cybernetics, SMC 2004. p. 6192-6197 6 p. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 7).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)
2003

An agent society model with sense of values considered

Kawamura, Y. & Murata, J., Jan 1 2003, SICE 2003 Annual Conference, SICE 2003. Society of Instrument and Control Engineers (SICE), p. 313-318 6 p. 1323362. (Proceedings of the SICE Annual Conference; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2002

(N, ε) stability analysis of nonlinear systems using universal learning networks

Hirasawa, K., Hu, J. & Murata, J., 2002, IFAC Proceedings Volumes (IFAC-PapersOnline). Ferrate, G., Camacho, E. F., Basanez, L. & de la Puente, J. A. (eds.). 1 ed. IFAC Secretariat, p. 241-246 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 15, no. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Auto-associative memory by universal learning networks (ULNs)

Shibuta, K., Hirasawa, K., Hu, J. & Murata, J., Jan 1 2002, ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age. Rajapakse, J. C., Yao, X., Wang, L., Fukushima, K. & Lee, S-Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 388-392 5 p. 1202199. (ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi-branch structure of layered neural networks

Yamashita, T., Hirasawa, K., Hu, J. & Murata, J., Jan 1 2002, ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age. Rajapakse, J. C., Yao, X., Wang, L., Fukushima, K. & Lee, S-Y. (eds.). Institute of Electrical and Electronics Engineers Inc., Vol. 1. p. 243-247 5 p. 1202170

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)

Multiplication units in feedforward neural networks and its training

Li, D., Hirasawa, K., Hu, J. & Murata, J., Jan 1 2002, ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age. Rajapakse, J. C., Yao, X., Wang, L., Fukushima, K. & Lee, S-Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 75-79 5 p. 1202134. (ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

The dynamic performance of photovoltaic supplied DC motor fed from DC-DC converter and controlled by neural networks

Hussein, A., Hirasawa, K., Hu, J. & Murata, J., 2002, Proceedings of the International Joint Conference on Neural Networks. Vol. 1. p. 607-612 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

42 Citations (Scopus)

Training a kind of hybrid universal learning networks with classification problems

Li, D., Hirasawa, K., Hu, J. & Murata, J., 2002, Proceedings of the International Joint Conference on Neural Networks. Vol. 1. p. 703-708 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2001

Enhancing the generalization ability of neural networks by using gram-schmidt orthogonalization algorithm

Wan, W., Hirasawa, K., Hu, J. & Murata, J., 2001, Proceedings of the International Joint Conference on Neural Networks. Vol. 3. p. 1721-1726 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Universal learning networks with multiplication neurons and its representation ability

Li, D., Hirasawa, K., Hu, J. & Murata, J., 2001, Proceedings of the International Joint Conference on Neural Networks. Vol. 1. p. 150-155 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)
2000

Determination of the appropriate node function of NNs by using the cascade-correlation algorithms

Wan, W., Hirasawa, K., Murata, J., Jin, C. & Hu, J., 2000, IECON Proceedings (Industrial Electronics Conference). Vol. 2. p. 1177-1182 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Genetic Symbiosis Algorithm

Hirasawa, K., Ishikawa, Y., Hu, J., Murata, J. & Mao, J., 2000, Proceedings of the IEEE Conference on Evolutionary Computation, ICEC. Vol. 2. p. 1377-1384 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Citations (Scopus)