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徳島大学 ⟩
大学院社会産業理工学研究部 ⟩
理工学域 ⟩
知能情報系 ⟩
情報工学分野 ⟩
徳島大学 ⟩ 先端技術科学教育部 ⟩ システム創生工学専攻 ⟩ 知能情報システム工学コース ⟩ 基礎情報工学講座 ⟩ |
(researchmapへのインポート用ファイル) [PDF解説] [researchmapへの自動反映について] |
助教 : 楊 海川 |
○ | 情報学 (Informatics) | |
○ | エネルギー工学 (Energy Engineering) | |
○ | 情報学 (Informatics) |
○ | 1.複雑なシステムにおける知能の出現,複雑システムの最適化 (最適化 (optimization), 粒子群最適化 (particle swarm optimization), 遺伝的アルゴリズム (genetic algorithm), カオス現象 (chaotic phenomena), 進化計算 (evolutionary computation), 複雑系 (complex systems)) | |
○ | 2.メタヒューリスティックアルゴリズムに基づく再生可能エネルギーシステムの最適化 (エネルギー変換 (energy conversion), 最適化 (optimization), 進化計算 (evolutionary computation), 風力発電システム (wind power generation system), 太陽光発電システム (photovoltaic generation system)) | |
○ | 3.機械学習に基づく因果推論 (因果推論, 機械学習 (machine learning), データ処理 (data processing), ニューロンモデル (neuron model), 予測 (prediction)) |
1. | LIU Sicheng, WANG Kaiyu, Haichuan YANG, ZHENG Tao, LEI Zhenyu, JIA Meng and GAO Shangce : Hierarchical Chaotic Wingsuit Flying Search Algorithm with Balanced Exploitation and Exploration for Optimization, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol.E108-A, No.2, 2023EAP1103, 2024. (DOI: 10.1587/transfun.2023EAP1103, CiNii: 1390864181045661184) |
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2. | Yang Yifei, Tao Sichen, Li Haotian, Haichuan YANG and Tang Zheng : A Multi-Local Search-Based SHADE for Wind Farm Layout Optimization, Electronics, Vol.13, No.16, 3196, 2024. (DOI: 10.3390/electronics13163196) |
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3. | Haotian Li, Yifei Yang, Yirui Wang, Jiayi Li, Haichuan YANG, Jun Tang and Shangce Gao : Population interaction network in representative gravitational search algorithms: Logistic distribution leads to worse performance, Heliyon, Vol.10, No.11, e31631, 2024. (DOI: 10.1016/j.heliyon.2024.e31631, PubMed: 38828319, Elsevier: Scopus) |
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4. | Zihang Zhang, Qianrui Yu, Haichuan YANG, Jiayi Li, Jiujun Cheng and Shangce Gao : Triple-layered chaotic differential evolution algorithm for layout optimization of offshore wave energy converters, Expert Systems with Applications, Vol.239, 122439, 2024. (DOI: 10.1016/j.eswa.2023.122439) |
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5. | Yifei Yang, Haichuan YANG, Haotian Li, Zheng Tang and Shangce Gao : An evolutionary swarm intelligence optimizer based on probabilistic distribution, Neural Computing & Applications, 2023. (DOI: 10.1007/s00521-023-09299-x, Elsevier: Scopus) |
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6. | Haichuan YANG, Yuxin Zhang, Chaofeng Zhang, Wei Xia, Yifei Yang and Zhenwei Zhang : A Hyperparameter Self-Evolving SHADE-Based Dendritic Neuron Model for Classification, Axioms, Vol.12, No.11, 1051, 2023. (DOI: 10.3390/axioms12111051) |
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7. | Haichuan YANG, Shangce Gao, Zhenyu Lei, Jiayi Li, Yang Yu and Yirui Wang : An improved spherical evolution with enhanced exploration capabilities to address wind farm layout optimization problem, Engineering Applications of Artificial Intelligence, Vol.123, 106198, 2023. (DOI: 10.1016/j.engappai.2023.106198) |
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8. | Yifei Yang, Sichen Tao, Haichuan YANG, Zijing Yuan and Zheng Tang : Dynamic Complex Network, Exploring Differential Evolution Algorithms from Another Perspective, Mathematics, Vol.11, No.13, 2979, 2023. (DOI: 10.3390/math11132979) |
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9. | Yang Yu, Tengfei Zhang, Zhenyu Lei, Yirui Wang, Haichuan YANG and Shangce Gao : A chaotic local search-based LSHADE with enhanced memory storage mechanism for wind farm layout optimization, Applied Soft Computing, Vol.141, 110306, 2023. (DOI: 10.1016/j.asoc.2023.110306) |
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10. | Haotian Li, Haichuan YANG, Baohang Zhang, Han Zhang and Shangce Gao : Swarm Exploration Mechanism-Based Distributed Water Wave Optimization, International Journal of Computational Intelligence Systems, Vol.16, No.1, 1-26, 2023. (DOI: 10.1007/s44196-023-00248-z, Elsevier: Scopus) |
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11. | Zhenyu Lei, Shangce Gao, Zhiming Zhang, Haichuan YANG and Haotian Li : A Chaotic Local Search-Based Particle Swarm Optimizer for Large-Scale Complex Wind Farm Layout Optimization, IEEE/CAA Journal of Automatica Sinica, Vol.10, No.5, 1168-1180, 2023. (DOI: 10.1109/JAS.2023.123387, Elsevier: Scopus) |
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12. | Yifei Yang, Xiaosi Li, Haotian Li, Chaofeng Zhang, Yuki Todo and Haichuan YANG : Yet Another Effective Dendritic Neuron Model Based on the Activity of Excitation and Inhibition, Mathematics, Vol.11, No.7, 1701, 2023. (DOI: 10.3390/math11071701, CiNii: 1360580232433461248, Elsevier: Scopus) |
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13. | Yuxin Zhang, Yifei Yang, Xiaosi Li, Zijing Yuan, Yuki Todo and Haichuan YANG : A dendritic neuron model optimized by meta-heuristics with a power-law-distributed population interaction network for financial time-series forecasting, Mathematics, Vol.11, No.5, 1251, 2023. (DOI: 10.3390/math11051251) |
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14. | Baohang ZHANG, Haichuan YANG, Tao ZHENG, Rong-Long WANG and Shangce GAO : A Non-Revisiting Equilibrium Optimizer Algorithm, IEICE Transactions on Information and Systems, Vol.E106.D, No.3, 365-373, 2023. (DOI: 10.1587/transinf.2022edp7119, CiNii: 1390013795251949824) |
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15. | Li Xiaosi, Li Jiayi, Haichuan YANG, Wang Yirui and Gao Shangce : Population interaction network in representative differential evolution algorithms: Power-law outperforms Poisson distribution, Physica A: Statistical Mechanics and its Applications, Vol.603, 127764, 2022. (DOI: 10.1016/j.physa.2022.127764) |
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16. | Haichuan YANG, Yu Yang, Cheng Jiujun, Lei Zhenyu, Cai Zonghui, Zhang Zihang and Gao Shangce : An intelligent metaphor-free spatial information sampling algorithm for balancing exploitation and exploration, Knowledge-based Systems, Vol.250, 109081, 2022. (DOI: 10.1016/j.knosys.2022.109081) |
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17. | Xiaosi Li, Kaiyu Wang, Haichuan YANG, Sichen Tao, Shuai Feng and Shangce Gao : PAIDDE: A permutation-archive information directed differential evolution algorithm, IEEE Access, Vol.10, 50384-50402, 2022. (DOI: 10.1109/ACCESS.2022.3173622) |
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18. | Haichuan YANG, Tao Sichen, Zhang Zhiming, Cai Zonghui and Gao Shangce : Spatial information sampling: another feedback mechanism of realising adaptive parameter control in meta-heuristic algorithms, International Journal of Bio-Inspired Computation, Vol.19, No.1, 48-58, 2022. (DOI: 10.1504/IJBIC.2022.120751) |
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19. | Xiaosi Li, Haichuan YANG, Jiayi Li, Yirui Wang and Shangce Gao : A novel distributed gravitational search algorithm with multi-layered information interaction, IEEE Access, Vol.9, 166552-166565, 2021. (DOI: 10.1109/ACCESS.2021.3136239) |
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20. | Lin Yang, Shangce Gao, Haichuan YANG, Zonghui Cai, Zhenyu Lei and Yuki Todo : Adaptive chaotic spherical evolution algorithm, Memetic Computing, Vol.13, No.3, 383-411, 2021. (DOI: 10.1007/s12293-021-00341-w, CiNii: 1360576118767479424) |
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21. | Zhe Xu, Haichuan YANG, Jiayi Li, Xingyi Zhang, Bo Lu and Shangce Gao : Comparative study on single and multiple chaotic maps incorporated grey wolf optimization algorithms, IEEE Access, Vol.9, 77416-77437, 2021. (DOI: 10.1109/ACCESS.2021.3083220) |
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22. | Zhe Wang, Shangce Gao, Jiaxin Wang, Haichuan YANG and Yuki Todo : A Dendritic Neuron Model with Adaptive Synapses Trained by Differential Evolution Algorithm, Computational Intelligence and Neuroscience, Vol.2020, 1-19, 2020. (DOI: 10.1155/2020/2710561, CiNii: 1361694371240899840, Elsevier: Scopus) |
1. | Yang Yifei, Zhang Chaofeng, Wang Wenbin, Haichuan YANG and Yuichi Nagata : A classification and improvement method of metaheuristic algorithms based on complex networks, Bulletin of Advanced Institute of Industrial Technology, No.17, 94-99, 2024. |
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2. | Haichuan YANG : Design and Application of Meta-Heuristic Algorithms for Engineering Optimization in Renewable Energy Systems, Doctoral dissertation, University of Toyama, 2023. |
1. | Jiayi LI, Lin YANG, Junyan YI, Haichuan YANG, Yuki TODO and Shangce GAO : A Simple but Efficient Ranking-Based Differential Evolution, IEICE Transactions on Information and Systems, Vol.E105.D, No.1, 189-192, 2022. (DOI: 10.1587/transinf.2021edl8053, CiNii: 1390290617367836800) |
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2. | Xu Zhe, Gao Shangce, Haichuan YANG and Lei Zhenyu : SCJADE: Yet Another StateoftheArt Differential Evolution Algorithm, IEEJ Transactions on Electrical and Electronic Engineering, Vol.16, No.4, 644-646, 2021. (DOI: 10.1002/tee.23340) |
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3. | Haichuan YANG, Shangce GAO, Rong-Long WANG and Yuki TODO : A Ladder Spherical Evolution Search Algorithm, IEICE Transactions on Information and Systems, Vol.E104.D, No.3, 461-464, 2021. (DOI: 10.1587/transinf.2020edl8102, CiNii: 1390850247499040256) |
1. | Haichuan YANG, Yang Yifei, Zhang Yuxin, Tang Cheng, Hashimoto Koichi and Yuichi Nagata : Chaotic Map-Coded Evolutionary Algorithms for Dendritic Neuron Model Optimization, 2024 IEEE Congress on Evolutionary Computation (CEC), 1-8, Aug. 2024. (DOI: 10.1109/CEC60901.2024.10612087) |
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2. | Ye Ziqing, Haichuan YANG, Chiba Naoya and Hashimoto Koichi : Comparative Study of Hybridization and Parameter Tuning Improvement Methods for EAs in WFLOP., Proceedings of the 2023 6th International Conference on Computational Intelligence and Intelligent Systems, 59-65, Feb. 2024. (DOI: 10.1145/3638209.3638219) |
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3. | Zhu Qianyu, Yang Yifei, Li Haotian, Haichuan YANG, Zhang Baohang and Gao Shangce : Chaotic Mapping Genetic Algorithm with Multiple Strategies, 2023 15th International Conference on Advanced Computational Intelligence (ICACI), 1-4, May 2023. (DOI: 10.1109/ICACI58115.2023.10146188) |
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4. | Yang Yifei, Li Haotian, Haichuan YANG, Zhang Baohang and Gao Shangce : A Novel Differential Evolution Sparrow Search Algorithm, 2022 15th International Symposium on Computational Intelligence and Design (ISCID), 1-5, Dec. 2022. (DOI: 10.1109/ISCID56505.2022.00008) |
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5. | Yu Jiatianyi, Haichuan YANG, Zhang Baohang, Zhang Baohang and Gao Shangce : An optimal differential vector incorporated whale optimizer, 2022 15th International Symposium on Computational Intelligence and Design (ISCID), 6-10, Dec. 2022. (DOI: 10.1109/ISCID56505.2022.00009) |
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6. | Li Haotian, Yang Yifei, Haichuan YANG, Tang Zheng and Gao Shangce : Gravitational search algorithm with hierarchical structure guided by elite individual, 2022 15th International Symposium on Computational Intelligence and Design (ISCID), 180-184, Dec. 2022. (DOI: 10.1109/ISCID56505.2022.00047) |
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7. | Dong Shibo, Haichuan YANG, Li Haotian, Zhang Baohang, Tao Sichen and Gao Shangce : Hierarchical water wave optimization, 2022 IEEE International Conference on Networking, Sensing and Control (ICNSC), 1-5, Dec. 2022. (DOI: 10.1109/ICNSC55942.2022.10004174) |
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8. | Zhong Lin, Tao Sichen, Sui Qingya, Haichuan YANG, Lei Zhenyu and Gao Shangce : A population resource allocation-based adaptive spherical search algorithm, 2022 IEEE International Conference on Networking, Sensing and Control (ICNSC), 1-4, Dec. 2022. (DOI: 10.1109/ICNSC55942.2022.10004116) |
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9. | Sui Qingya, Tao Sichen, Zhong Lin, Haichuan YANG, Lei Zhenyu and Gao Shangce : An immigration strategy-based spherical search algorithm, 2022 IEEE International Conference on Networking, Sensing and Control (ICNSC), 1-5, Dec. 2022. (DOI: 10.1109/ICNSC55942.2022.10004149) |
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10. | Li Jiayi, Haichuan YANG, Zhang Zihang, Todo Yuki and Gao Shangce : Improved Spatial Information Sampling Algorithm, 2022 14th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC), 99-103, Aug. 2022. (DOI: 10.1109/IHMSC55436.2022.00032) |
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11. | Yuan Zijing, Li Jiayi, Haichuan YANG and Zhang Baohang : A hybrid whale optimization and particle swarm optimization algorithm, 2021 IEEE International Conference on Progress in Informatics and Computing (PIC), 260-264, Dec. 2021. (DOI: 10.1109/PIC53636.2021.9687017) |
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12. | Li Haotian, Zhang Baohang, Li Jiayi, Zheng Tao and Haichuan YANG : Using sparrow search hunting mechanism to improve water wave algorithm, 2021 IEEE International Conference on Progress in Informatics and Computing (PIC), 19-23, Dec. 2021. (DOI: 10.1109/PIC53636.2021.9687028) |
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13. | Zheng Tao, Zhang Baohang, Haichuan YANG, Li Jiayi and Gao Shangce : Differential Whale Optimization Algorithm, 2021 IEEE International Conference on Networking, Sensing and Control (ICNSC), Vol.1, 1-6, Dec. 2021. (DOI: 10.1109/ICNSC52481.2021.9702171) |
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14. | Zhang Baohang, Haichuan YANG, Yi Junyan, Zhang Zhiming and Gao Shangce : A multi-population water wave optimization algorithm, 2021 6th International Conference on Computational Intelligence and Applications (ICCIA), 64-67, Jun. 2021. (DOI: 10.1109/ICCIA52886.2021.00020) |
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15. | Liu Sicheng, Tao Sichen, Haichuan YANG, Jiang Lin, Todo Yuki and Gao Shangce : Using Grey Wolf Hunting Mechanism to Improve Spherical Search, 2020 13th International Symposium on Computational Intelligence and Design (ISCID), 67-71, Dec. 2020. (DOI: 10.1109/ISCID51228.2020.00022) |
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16. | Li Zhen, Haichuan YANG, Zhang Zhiming, Todo Yuki and Gao Shangce : Spherical evolution enhanced with salp swarm algorithm, 2020 13th International Symposium on Computational Intelligence and Design (ISCID), 62-66, Dec. 2020. (DOI: 10.1109/ISCID51228.2020.00021) |
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17. | Cai Pengxing, Haichuan YANG, Zhang Yu, Todo Yuki, Tang Zheng and Gao Shangce : A sine cosine algorithm enhanced spherical evolution for continuous optimization problems, 2020 13th International Symposium on Computational Intelligence and Design (ISCID), 1-6, Dec. 2020. (DOI: 10.1109/ISCID51228.2020.00008) |
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18. | Wang Zhe, Haichuan YANG, Wang Ziqian, Todo Yuki, Tang Zheng and Gao Shangce : A novel spherical search based grey wolf optimizer for optimization problems, 2020 IEEE International Conference on Artificial Intelligence and Information Systems (ICAIIS), 38-43, Mar. 2020. (DOI: 10.1109/ICAIIS49377.2020.9194816) |
1. | 楊 海川, 橋本 浩一 : 特徴選択に基づく因果推論, 学術変革領域研究(A)「階層的生物ナビ学」領域会議, 2023年6月. |
1. | Haichuan YANG : Explainability and Transparancy in AI: An improved spherical evolution with enhanced exploration capabilities to address wind farm layout optimization problem, The Global Insight Conference on Artificial Intelligence (GICAI), Jul. 2024. |
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2. | 楊 海川 : メタヒューリスティックスの理論,応用,そして課題, 中国石油大学 学術講演会, 2023年11月. |