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Research Output

2019

A Distributed Electricity Trading System in Active Distribution Networks Based on Multi-Agent Coalition and Blockchain

Luo, F., Dong, Z. Y., Liang, G., Murata, J. & Xu, Z., Sep 2019, In : IEEE Transactions on Power Systems. 34, 5, p. 4097-4108 12 p., 8494790.

Research output: Contribution to journalArticle

20 Citations (Scopus)

エネルギー分野のビッグデータとその活用

Translated title of the contribution: Big data in electric energy field and their utilizationMurata, J., Jan 1 2019, In : IEEJ Transactions on Power and Energy. 139, 6, p. 394-397 4 p.

Research output: Contribution to journalArticle

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

Load Shedding Optimization Considering Consumer Appliance Prioritization Using Genetic Algorithm for Real-time Application

Jabian, M. E., Funaki, R. & Murata, J., 2018, In : IFAC-PapersOnLine. 51, 28, p. 486-491 6 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Transfer learning through policy abstraction using learning vector quantization

Faudzi, A. A. M., Takano, H. & Murata, J., 2018, In : Journal of Telecommunication, Electronic and Computer Engineering. 10, 1-3, p. 163-168 6 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2017

Analysis of field test results and proposal of sustainable demand peak reduction in demand response programs for residential consumers

Kawamura, K., Doki, T., Oono, Y., Takano, H. & Murata, J., Jan 1 2017, In : IEEJ Transactions on Electronics, Information and Systems. 137, 1, p. 96-105 10 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

A study on service restoration of distribution networks considering uncertainty in data measurements

Takano, H., Murata, J., Sugawara, A. & Taoka, H., Jan 1 2017, In : IEEJ Transactions on Electronics, Information and Systems. 137, 8, p. 1052-1061 10 p.

Research output: Contribution to journalArticle

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)
7 Citations (Scopus)

Natural Aggregation Approach based Home Energy Manage System with User Satisfaction Modelling

Luo, F. J., Ranzi, G., Dong, Z. Y. & Murata, J., Jul 10 2017, In : IOP Conference Series: Earth and Environmental Science. 73, 1, 012005.

Research output: Contribution to journalConference article

4 Citations (Scopus)

Spectrum-diverse neuroevolution with unified neural models

Vargas, D. V. & Murata, J., Aug 2017, In : IEEE Transactions on Neural Networks and Learning Systems. 28, 8, p. 1759-1773 15 p., 7460958.

Research output: Contribution to journalArticle

19 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)

A study on electric power management for power producer-supplier in cooperation with solar power plants

Takano, H., Taoka, H., Murata, J., Nagaki, Y., Iizaka, T., Ishibashi, N. & Katsuno, T., Jan 1 2016, In : IEEJ Transactions on Electronics, Information and Systems. 136, 6, p. 811-820 10 p.

Research output: Contribution to journalArticle

1 Citation (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

Day-Ahead Global Solar Radiation Forecasting Using Binary Trees and Factor Analysis

Nomiyama, F., Murakami, T., Asai, J., Takano, H. & Murata, J., Aug 1 2016, In : Electrical Engineering in Japan (English translation of Denki Gakkai Ronbunshi). 196, 3, p. 13-21 9 p.

Research output: Contribution to journalArticle

Spectrum-diverse neuroevolution with unified neural models

Vargas, D. V. & Murata, J., 2016, In : IEEE Transactions on Neural Networks and Learning Systems. 28, 8, p. 1759-1773 15 p.

Research output: Contribution to journalArticle

2015

A determination method for the optimal operation of controllable generators in micro grids that copes with unstable outputs of renewable energy generation

Takano, H., Zhang, P., Murata, J., Hashiguchi, T., Goda, T., Iizaka, T. & Nakanishi, Y., Mar 1 2015, In : Electrical Engineering in Japan (English translation of Denki Gakkai Ronbunshi). 190, 4, p. 56-65 10 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

General subpopulation framework and taming the conflict inside populations

Vargas, D. V., Murata, J., Takano, H. & Delbem, A. C. B., 2015, In : Evolutionary Computation. 23, 1, p. 1-36 36 p.

Research output: Contribution to journalArticle

General subpopulation framework and taming the conflict inside populations

Vargas, D. V., Murata, J., Takano, H. & Delbem, A. C. B., Mar 16 2015, In : Evolutionary Computation. 23, 1, p. 1-36 36 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

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

Adaptive robust PSS to enhance stabilization of interconnected power systems with high renewable energy penetration

Cuk Supriyadi, A. N., Takano, H., Murata, J. & Goda, T., Mar 2014, In : Renewable Energy. 63, p. 767-774 8 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)

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)

Day ahead global solar radiation forecasting using binary trees and factor analysis

Nomiyama, F., Murakami, T., Asai, J., Takano, H. & Murata, J., Jan 1 2014, In : IEEJ Transactions on Power and Energy. 134, 4, p. 353-359 7 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Energy saving analysis simulator for utility systems

Tomita, Y. & Murata, J., 2014, In : IEEJ Transactions on Electronics, Information and Systems. 134, 4, p. 599-606 8 p.

Research output: Contribution to journalArticle

Error estimation of solar insolation forecasts

Zhang, P., Takano, H. & Murata, J., Jan 1 2014, In : IEEJ Transactions on Power and Energy. 134, 4, p. 367-373 7 p.

Research output: Contribution to journalArticle

1 Citation (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

Acceleration of reinforcement learning with incomplete prior information

Terashima, K., Takano, H. & Murata, J., Jan 1 2013, In : Journal of Advanced Computational Intelligence and Intelligent Informatics. 17, 5, p. 721-730 10 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

A determination method for the optimal operation of controllable generators in micro grids that copes with unstable outputs of renewable energy generation

Takano, H., Zhang, P., Murata, J., Hashiguchi, T., Goda, T., Iizaka, T. & Nakanishi, Y., 2013, In : IEEJ Transactions on Electronics, Information and Systems. 133, 10, p. 1897-1904+5

Research output: Contribution to journalArticle

1 Citation (Scopus)

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

A study on visual abstraction for reinforcement learning problem using learning vector quantization

Faudzi, A. A. M., Takano, H. & Murata, J., Jan 1 2013, p. 1326-1331. 6 p.

Research output: Contribution to conferencePaper

3 Citations (Scopus)

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

Improving the search ability of tabu search in the distribution network reconfiguration problem

Takano, H., Murata, J., Maki, Y. & Yasuda, M., Sep 2013, In : Journal of Advanced Computational Intelligence and Intelligent Informatics. 17, 5, p. 681-689 9 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Model predictive control of vehicles on urban roads for improved fuel economy

Kamal, M. A. S., Mukai, M., Murata, J. & Kawabe, T., 2013, In : IEEE Transactions on Control Systems Technology. 21, 3, p. 831-841 11 p., 6214590.

Research output: Contribution to journalArticle

188 Citations (Scopus)

Optimal generation schedule in micro-grids considering the possible damage by uncertainties of forecasts

Zhang, P., Takano, H., Murata, J., Iizaka, T. & Nakanishi, Y., Jul 2013, In : Research Reports on Information Science and Electrical Engineering of Kyushu University. 18, 2, p. 75-83 9 p.

Research output: Contribution to journalArticle