yanghaichuan/published_papers/54512596 Haichuan Yang Yifei Yang Shanxian Lin Qiong Fu Guodong Cui Ancai Zhang Yuichi Nagata A Comparative Study of Structure-Preserving Representations for Variable-Turbine-Number Wind Farm Layout Optimization Mathematics null null 20260729 10.3390/math14152710 yanghaichuan/published_papers/54452751 Qiong Fu Haotian Li Yifei Yang Haichuan Yang A Nonlinear L-SHADE Variant for Photovoltaic Parameter Estimation and Solar Power Generation Forecasting Mathematics null null 20260708 10.3390/math14142462 yanghaichuan/published_papers/53287891 Shanxian Lin Yuichi Nagata Haichuan Yang A Hybrid Temporal Recommender System Based on Sliding-Window Weighted Popularity and Elite Evolutionary Discrete Particle Swarm Optimization Electronics null null 20260408 10.3390/electronics15081544 yanghaichuan/published_papers/50482269 Haichuan Yang Haotian Li Yifei Yang Naoya Chiba Shingo Kagami Koichi Hashimoto Yuichi Nagata Chaotic map-coded metaheuristics for metameric variable-length problems Genetic Programming and Evolvable Machines 1389-2576 26 19 null null 20250600 10.1007/s10710-025-09517-6 yanghaichuan/published_papers/50011252 Shanxian Lin Yifei Yang Yuichi Nagata Haichuan Yang Elite Evolutionary Discrete Particle Swarm Optimization for Recommendation Systems Mathematics null null 20250424 10.3390/math13091398 yanghaichuan/published_papers/48843115 Yifei Yang Haotian Li Zhenyu Lei Haichuan Yang Jian Wang A Nonlinear Dimensionality Reduction Search Improved Differential Evolution for large-scale optimization Swarm and Evolutionary Computation null null 20250200 10.1016/j.swevo.2024.101832 yanghaichuan/published_papers/48971601 Sichen Tao Sicheng Liu Ruihan Zhao Yifei Yang Hiroyoshi Todo Haichuan Yang A State-of-the-Art Fractional Order-Driven Differential Evolution for Wind Farm Layout Optimization Mathematics null null 20250116 10.3390/math13020282 yanghaichuan/published_papers/50673015 Cheng Tang Bin Li Haichuan Yang Gen Li Li Chen Boxuan Ma Atsushi Shimada EDNMs for Visual Analytics of Learning Behavior and Early Risk Prediction null null 20250000 10.1007/978-3-031-98417-4_13 yanghaichuan/published_papers/47470244 Yifei Yang Sichen Tao Haotian Li Haichuan Yang Zheng Tang A Multi-Local Search-Based SHADE for Wind Farm Layout Optimization Electronics null null 20240813 10.3390/electronics13163196 yanghaichuan/published_papers/47496711 Haichuan Yang Yifei Yang Yuxin Zhang Cheng Tang Koichi Hashimoto Yuichi Nagata Chaotic Map-Coded Evolutionary Algorithms for Dendritic Neuron Model Optimization IEEE 2024 IEEE Congress on Evolutionary Computation (CEC) 1 8 20240630 10.1109/cec60901.2024.10612087 yanghaichuan/published_papers/47209063 Haotian Li Yifei Yang Yirui Wang Jiayi Li Haichuan Yang Jun Tang Shangce Gao Population interaction network in representative gravitational search algorithms: Logistic distribution leads to worse performance Heliyon 2405-8440 10 11 null null 20240615 10.1016/j.heliyon.2024.e31631 2-s2.0-85193688047 yanghaichuan/published_papers/44040642 Triple-layered chaotic differential evolution algorithm for layout optimization of offshore wave energy converters Expert Systems with Applications 0957-4174 239 null null 20240400 10.1016/j.eswa.2023.122439 2-s2.0-85175791791 yanghaichuan/published_papers/46163011 Yifei Yang Chaofeng Zhang Wenbin Wang Haichuan Yang Yuichi Nagata A classification and improvement method of metaheuristic algorithms based on complex networks Advanced Institute of Industrial Technology Bulletin 17 94 99 20240200 yanghaichuan/published_papers/45846491 Ziqing Ye Haichuan Yang Naoya Chiba Koichi Hashimoto Comparative Study of Hybridization and Parameter Tuning Improvement Methods for EAs in WFLOP ACM International Conference Proceeding Series 59 65 20231125 10.1145/3638209.3638219 2-s2.0-85187552703 yanghaichuan/published_papers/44058998 A Hyperparameter Self-Evolving SHADE-Based Dendritic Neuron Model for Classification Axioms null null 20231115 10.3390/AXIOMS12111051 yanghaichuan/published_papers/42040940 Haichuan Yang Shangce Gao Zhenyu Lei Jiayi Li Yang Yu Yirui Wang An improved spherical evolution with enhanced exploration capabilities to address wind farm layout optimization problem Engineering Applications of Artificial Intelligence 0952-1976 123 null null 20230800 10.1016/j.engappai.2023.106198 2-s2.0-85150921123 yanghaichuan/published_papers/42729202 Dynamic Complex Network, Exploring Differential Evolution Algorithms from Another Perspective Mathematics 2227-7390 11 13 null null 20230704 10.3390/math11132979 2-s2.0-85164722752 yanghaichuan/published_papers/42271069 Yang Yu Tengfei Zhang Zhenyu Lei Yirui Wang Haichuan Yang Shangce Gao A chaotic local search-based LSHADE with enhanced memory storage mechanism for wind farm layout optimization Applied Soft Computing 1568-4946 141 null null 20230700 10.1016/j.asoc.2023.110306 2-s2.0-85153321822 yanghaichuan/published_papers/42286380 Haotian Li Haichuan Yang Baohang Zhang Han Zhang Shangce Gao Swarm Exploration Mechanism-Based Distributed Water Wave Optimization International Journal of Computational Intelligence Systems 1875-6883 16 1 null null 20230509 10.1007/s44196-023-00248-z 2-s2.0-85159024474 yanghaichuan/published_papers/42558051 Zhenyu Lei Shangce Gao Zhiming Zhang Haichuan Yang Haotian Li A Chaotic Local Search-Based Particle Swarm Optimizer for Large-Scale Complex Wind Farm Layout Optimization IEEE/CAA Journal of Automatica Sinica 2329-9274 10 5 1168 1180 20230501 10.1109/JAS.2023.123387 2-s2.0-85158890221 yanghaichuan/published_papers/42040930 Yifei Yang Xiaosi Li HAOTIAN LI Chaofeng Zhang YUKI TODO Yet Another Effective Dendritic Neuron Model Based on the Activity of Excitation and Inhibition MDPI AG Mathematics 2227-7390 11 7 1701 1701 20230400 10.3390/math11071701 2-s2.0-85152780663 yanghaichuan/published_papers/42040939 Yuxin Zhang Yifei Yang Xiaosi Li Zijing Yuan Yuki Todo Haichuan Yang A Dendritic Neuron Model Optimized by Meta-Heuristics with a Power-Law-Distributed Population Interaction Network for Financial Time-Series Forecasting Mathematics 2227-7390 11 5 null null 20230304 10.3390/math11051251 2-s2.0-85149835189 yanghaichuan/published_papers/42040973 Baohang Zhang Haichuan Yang Tao Zheng Rong Long Wang Shangce Gao A Non-Revisiting Equilibrium Optimizer Algorithm IEICE Transactions on Information and Systems 1745-1361 E106D 3 365 373 20230300 10.1587/transinf.2022EDP7119 2-s2.0-85150466495 yanghaichuan/published_papers/45745862 Qianyu Zhu Yifei Yang Haotian Li Haichuan Yang Baohang Zhang Shangce Gao Chaotic Mapping Genetic Algorithm with Multiple Strategies 2023 15th International Conference on Advanced Computational Intelligence, ICACI 2023 null null 20230000 10.1109/ICACI58115.2023.10146188 2-s2.0-85163311185 yanghaichuan/published_papers/45745861 Yifei Yang Haichuan Yang Haotian Li Zheng Tang Shangce Gao An evolutionary swarm intelligence optimizer based on probabilistic distribution Neural Computing and Applications 1433-3058 null null 20230000 10.1007/s00521-023-09299-x 2-s2.0-85179717456 yanghaichuan/published_papers/42040980 Jiayi Li Haichuan Yang Zihang Zhang Yuki Todo Shangce Gao Improved Spatial Information Sampling Algorithm Proceedings - 2022 14th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2022 99 103 20220000 10.1109/IHMSC55436.2022.00032 2-s2.0-85141180515 yanghaichuan/published_papers/42040979 Lin Zhong Sichen Tao Qingya Sui Haichuan Yang Zhenyu Lei Shangce Gao A Population Resource Allocation-based Adaptive Spherical Search Algorithm ICNSC 2022 - Proceedings of 2022 IEEE International Conference on Networking, Sensing and Control: Autonomous Intelligent Systems null null 20220000 10.1109/ICNSC55942.2022.10004116 2-s2.0-85146918682 yanghaichuan/published_papers/42040978 Shibo Dong Haichuan Yang Haotian Li Baohang Zhang Sichen Tao Shangce Gao Hierarchical Water Wave Optimization ICNSC 2022 - Proceedings of 2022 IEEE International Conference on Networking, Sensing and Control: Autonomous Intelligent Systems null null 20220000 10.1109/ICNSC55942.2022.10004174 2-s2.0-85146922851 yanghaichuan/published_papers/42040977 Qingya Sui Sichen Tao Lin Zhong Haichuan Yang Zhenyu Lei Shangce Gao An Immigration Strategy-based Spherical Search Algorithm ICNSC 2022 - Proceedings of 2022 IEEE International Conference on Networking, Sensing and Control: Autonomous Intelligent Systems null null 20220000 10.1109/ICNSC55942.2022.10004149 2-s2.0-85146935125 yanghaichuan/published_papers/42040976 Jiatianyi Yu Haichuan Yang Baohang Zhang Shibo Dong Shangce Gao An Optimal Differential Vector Incorporated Whale Optimizer Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022 6 10 20220000 10.1109/ISCID56505.2022.00009 2-s2.0-85147843429 yanghaichuan/published_papers/42040975 Haotian Li Yifei Yang Haichuan Yang Zheng Tang Shangce Gao Gravitational Search Algorithm with Hierarchical Structure Guided by Elite Individual Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022 180 184 20220000 10.1109/ISCID56505.2022.00047 2-s2.0-85147851832 yanghaichuan/published_papers/42040974 Yifei Yang Haotian Li Haichuan Yang Baohang Zhang Shangce Gao A Novel Differential Evolution Sparrow Search Algorithm Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022 1 5 20220000 10.1109/ISCID56505.2022.00008 2-s2.0-85147854412 yanghaichuan/published_papers/42040938 Yang, H. Tao, S. Zhang, Z. Cai, Z. Gao, S. Spatial information sampling: another feedback mechanism of realising adaptive parameter control in meta-heuristic algorithms International Journal of Bio-Inspired Computation 1758-0374 19 1 48 58 20220000 10.1504/IJBIC.2022.120751 2-s2.0-85124803403 yanghaichuan/published_papers/42040937 Li, X. Wang, K. Yang, H. Tao, S. Feng, S. Gao, S. PAIDDE: A Permutation-Archive Information Directed Differential Evolution Algorithm IEEE Access 2169-3536 10 50384 50402 20220000 10.1109/ACCESS.2022.3173622 2-s2.0-85130089052 yanghaichuan/published_papers/42040935 Li, J. Yang, L. Yi, J. Yang, H. Todo, Y. Gao, S. A Simple but Efficient Ranking-Based Differential Evolution IEICE Transactions on Information and Systems 1745-1361 E105D 1 189 192 20220000 10.1587/transinf.2021EDL8053 2-s2.0-85123417234 yanghaichuan/published_papers/42040932 Li, X. Li, J. Yang, H. Wang, Y. Gao, S. Population interaction network in representative differential evolution algorithms: Power-law outperforms Poisson distribution Physica A: Statistical Mechanics and its Applications 0378-4371 603 null null 20220000 10.1016/j.physa.2022.127764 2-s2.0-85132705683 yanghaichuan/published_papers/42040931 Yang, H. Yu, Y. Cheng, J. Lei, Z. Cai, Z. Zhang, Z. Gao, S. An intelligent metaphor-free spatial information sampling algorithm for balancing exploitation and exploration Knowledge-Based Systems 0950-7051 250 null null 20220000 10.1016/j.knosys.2022.109081 2-s2.0-85131225228 yanghaichuan/published_papers/42040936 Zhe Xu Shangce Gao Haichuan Yang Zhenyu Lei SCJADE : Yet Another State‐of‐the‐Art Differential Evolution Algorithm Wiley IEEJ Transactions on Electrical and Electronic Engineering 1931-4973 16 4 644 646 20210400 10.1002/tee.23340 2-s2.0-85101603560 yanghaichuan/published_papers/42040934 Haichuan YANG Shangce GAO Rong-Long WANG Yuki TODO A Ladder Spherical Evolution Search Algorithm Institute of Electronics, Information and Communications Engineers ({IEICE}) IEICE Transactions on Information and Systems 0916-8532 E104.D 3 461 464 20210301 10.1587/transinf.2020edl8102 2-s2.0-85102061882 yanghaichuan/published_papers/42286378 Baohang Zhang Haichuan Yang Junyan Yi Zhiming Zhang Shangce Gao A Multi-population Water Wave Optimization Algorithm Proceedings - 2021 6th International Conference on Computational Intelligence and Applications, ICCIA 2021 64 67 20210000 10.1109/ICCIA52886.2021.00020 2-s2.0-85123945040 yanghaichuan/published_papers/42050823 Haotian Li Baohang Zhang Jiayi Li Tao Zheng Haichuan Yang Using Sparrow Search Hunting Mechanism to Improve Water Wave Algorithm Proceedings of the 2021 IEEE International Conference on Progress in Informatics and Computing, PIC 2021 19 23 20210000 10.1109/PIC53636.2021.9687028 2-s2.0-85125777863 yanghaichuan/published_papers/42040982 Zijing Yuan Jiayi Li Haichuan Yang Baohang Zhang A Hybrid Whale Optimization and Particle Swarm Optimization Algorithm Proceedings of the 2021 IEEE International Conference on Progress in Informatics and Computing, PIC 2021 260 264 20210000 10.1109/PIC53636.2021.9687017 2-s2.0-85125777893 yanghaichuan/published_papers/42040981 Tao Zheng Baohang Zhang Haichuan Yang Jiayi Li Shangce Gao Differential Whale Optimization Algorithm ICNSC 2021 - 18th IEEE International Conference on Networking, Sensing and Control: Industry 4.0 and AI null null 20210000 10.1109/ICNSC52481.2021.9702171 2-s2.0-85126720315 yanghaichuan/published_papers/42040933 Yang, L. Gao, S. Yang, H. Cai, Z. Lei, Z. Todo, Y. Adaptive chaotic spherical evolution algorithm Memetic Computing 1865-9292 13 3 383 411 20210000 10.1007/s12293-021-00341-w 2-s2.0-85112108052 yanghaichuan/published_papers/42040929 Xu, Z. Yang, H. Li, J. Zhang, X. Lu, B. Gao, S. Comparative Study on Single and Multiple Chaotic Maps Incorporated Grey Wolf Optimization Algorithms Institute of Electrical and Electronics Engineers ({IEEE}) IEEE Access 2169-3536 9 77416 77437 20210000 10.1109/ACCESS.2021.3083220 2-s2.0-85113220020 yanghaichuan/published_papers/42040928 Li, X. Yang, H. Li, J. Wang, Y. Gao, S. A Novel Distributed Gravitational Search Algorithm with Multi-Layered Information Interaction Institute of Electrical and Electronics Engineers ({IEEE}) IEEE Access 2169-3536 9 166552 166565 20210000 10.1109/ACCESS.2021.3136239 2-s2.0-85121813253 yanghaichuan/published_papers/42041208 Zhen Li Haichuan Yang Zhiming Zhang Yuki Todo Shangce Gao Spherical evolution enhanced with salp swarm algorithm Proceedings - 2020 13th International Symposium on Computational Intelligence and Design, ISCID 2020 62 66 20201200 10.1109/ISCID51228.2020.00021 2-s2.0-85100371319 yanghaichuan/published_papers/42041207 Pengxing Cai Haichuan Yang Yu Zhang Yuki Todo Zheng Tang Shangce Gao A sine cosine algorithm enhanced spherical evolution for continuous optimization problems Proceedings - 2020 13th International Symposium on Computational Intelligence and Design, ISCID 2020 1 6 20201200 10.1109/ISCID51228.2020.00008 2-s2.0-85100379364 yanghaichuan/published_papers/42041206 Sicheng Liu Sichen Tao Haichuan Yang Lin Jiang Yuki Todo Shangce Gao Using grey Wolf hunting mechanism to improve spherical search Proceedings - 2020 13th International Symposium on Computational Intelligence and Design, ISCID 2020 67 71 20201200 10.1109/ISCID51228.2020.00022 2-s2.0-85100427051 yanghaichuan/published_papers/42041178 Zhe Wang Haichuan Yang Ziqian Wang Yuki Todo Zheng Tang Shangce Gao A Novel Spherical Search Based Grey Wolf Optimizer for Optimization Problems Proceedings of 2020 IEEE International Conference on Artificial Intelligence and Information Systems, ICAIIS 2020 38 43 20200300 10.1109/ICAIIS49377.2020.9194816 2-s2.0-85095584560 yanghaichuan/published_papers/42040942 Wang, Z. Gao, S. Wang, J. Yang, H. Todo, Y. A Dendritic Neuron Model with Adaptive Synapses Trained by Differential Evolution Algorithm Hindawi Limited Computational Intelligence and Neuroscience 1687-5273 2020 1 19 20200117 10.1155/2020/2710561 2-s2.0-85078661300 yanghaichuan/misc/53229799 Shanxian Lin Yuichi Nagata Haichuan Yang Associative Constructive Evolution: Enhancing Metaheuristics through Hebbian-Learned Generative Guidance Metaheuristic algorithms such as Particle Swarm Optimization (PSO) and Evolutionary Algorithms (EA) excel at exploring solution spaces but lack mechanisms to accumulate and reuse procedural knowledge from successful search trajectories. This paper proposes Associative Constructive Evolution (ACE), a framework that enhances metaheuristics through learned generative guidance. ACE introduces a Generative Construction Automaton (GCA) -- a probabilistic model over operation sequences -- coupled with the base metaheuristic in a synergistic loop: the metaheuristic explores and provides trajectory samples, while the GCA consolidates successful patterns and guides future exploration. Three mechanisms realize this cooperation: Hebbian weight consolidation that strengthens associations between co-successful operations, guided sampling that biases search toward learned high-quality regions, and symbolic abstraction that extracts frequent patterns into reusable macro-operations. Experiments integrating ACE with EA and PSO on molecular design and maze navigation demonstrate consistent improvements. ACE-PSO achieves a 27.5% increase in success rate while reducing convergence time by 49.6%. In molecular design, ACE-EA improves fitness by 10.1% with 126 chemically interpretable macro-operations automatically discovered. null null 20260331 yanghaichuan/misc/52081920 Shanxian Lin Wei Xia Yuichi Nagata Haichuan Yang Multi-Constrained Evolutionary Molecular Design Framework: An Interpretable Drug Design Method Combining Rule-Based Evolution and Molecular Crossover This study proposes MCEMOL (Multi-Constrained Evolutionary Molecular Design Framework), a molecular optimization approach integrating rule-based evolution with molecular crossover. MCEMOL employs dual-layer evolution: optimizing transformation rules at rule level while applying crossover and mutation to molecular structures. Unlike deep learning methods requiring large datasets and extensive training, our algorithm evolves efficiently from minimal starting molecules with low computational overhead. The framework incorporates message-passing neural networks and comprehensive chemical constraints, ensuring efficient and interpretable molecular design. Experimental results demonstrate that MCEMOL provides transparent design pathways through its evolutionary mechanism while generating valid, diverse, target-compliant molecules. The framework achieves 100% molecular validity with high structural diversity and excellent drug-likeness compliance, showing strong performance in symmetry constraints, pharmacophore optimization, and stereochemical integrity. Unlike black-box methods, MCEMOL delivers dual value: interpretable transformation rules researchers can understand and trust, alongside high-quality molecular libraries for practical applications. This establishes a paradigm where interpretable AI-driven drug design and effective molecular generation are achieved simultaneously, bridging the gap between computational innovation and practical drug discovery needs. null null 20260115 yanghaichuan/misc/48860162 CHIBA Naoya 千葉 直也 YANG Haichuan 楊 海川 HASHIMOTO Koichi 橋本 浩一 Hole detection for industrial parts using inverse problem of persistent homology パーシステントホモロジーの逆解析を用いた工業部品の穴検出手法 Persistent homology, which captures topological features of point clouds and has been used successfully in the field of topology in mathematics. This approach can extract shape features robustly by low-dimensional (i.e., 3D in this paper context) points. We applied this technique to 3D point cloud processing in robot vision. Persistent homology captures holes in point cloud as pairs of birth time and death time of changing radius of point distance. By selecting these pairs by criteria based on the focusing hole parameter, corresponding hole can be detected. In this paper, we demonstrate that a method called inverse analysis of persistent homology can be used to robustly detect holes in industrial parts. The Japan Society of Mechanical Engineers 一般社団法人 日本機械学会 The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec) ロボティクス・メカトロニクス講演会講演概要集 2424-3124 2024 1P2-R03 null 20240000 10.1299/jsmermd.2024.1p2-r03 1390865574479101952 yanghaichuan/presentations/50129925 洋上風力発電システムの風車レイアウトの最適化のための革新アルゴリズムの開発 令和7年度 ホームカミングデイ 徳島大学工業会 20250511 yanghaichuan/presentations/48026857 洋上風力発電システムの風車レイアウトの最適化のための革新アルゴリズムの開発 社会産業理工学研究交流会2024プログラム 20240927 yanghaichuan/presentations/47209228 Explainability and Transparancy in AI: An improved spherical evolution with enhanced exploration capabilities to address wind farm layout optimization problem AIにおける説明可能性と透明性: 風力発電所の配置最適化問題に対応するための探索能力を強化した改良型球面進化法 The Global Insight Conference on Artificial Intelligence (GICAI) 20240712 yanghaichuan/presentations/48927282 Chaotic Map-Coded Evolutionary Algorithms for Dendritic Neuron Model Optimization 樹状突起ニューロンモデル最適化のためのカオス写像符号化進化的アルゴリズム 2024 IEEE Congress on Evolutionary Computation (CEC) 20240630 yanghaichuan/presentations/43929895 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 20231101 yanghaichuan/presentations/42558064 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 20230613 yanghaichuan/presentations/42050750 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 「春晖杯」中国留学生のイノベーション・スタートアップ大会 20220000 yanghaichuan/presentations/42041193 A Novel Spherical Search Based Grey Wolf Optimizer for Optimization Problems 2020 IEEE International Conference on Artificial Intelligence and Information Systems (ICAIIS) 電気学会 電子・情報・システム部門 査読促進賞 20250700 ウィソフト株式会社 楊 海川 神奈川県 経営革新計画資格 20241200 2023 The 6th International Conference on Computational Intelligence and Intelligent Systems (CIIS 2023) Outstanding Presentation and Contribution Award 卓越した発表及び貢献賞 20231100 中国の教育部 優勝賞(プロジェクトリーダー) 「春晖杯」中国留学生のイノベーション・スタートアップ大会 20231000 中国の教育部 優勝賞(発表者) 「春晖杯」中国留学生のイノベーション・スタートアップ大会 20220900 富山大学 富山大学SPRINGスカラシップ研究学生 20220400 電子情報通信学会 電子情報通信学会優秀学生賞 20220200 The 2021 IEEE International Conference on Progress in Informatics and Computing The best paper in The 2021 IEEE International Conference on Progress in Informatics and Computing 最優秀論文賞 20211200 富山大学 富山大学卓越した学生賞 20211100 (公財)とやま国際センター 富山県国際交流奨学金 20210400 富山大学 学習奨励費 20201200