A reinforcement learning-assisted multi-objective evolutionary algorithm for generating green change plans of complex products.

Xianfang Song

Ruizhao Zheng Yong Zhang 0016 Xiaoyan Sun 0002 Lei Yang 0028 Xianfang Song A reinforcement learning-assisted multi-objective evolutionary algorithm for generating green change plans of complex products. 112660 2025 170 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2024.112660 db/journals/asc/asc170.html#ZhengZSYS25 streams/journals/asc

Zhen Zhang 0040 Yinan Guo 0001 Song Zhu Feng Jiao Dunwei Gong Xianfang Song A model-free and finite-time active disturbance rejection control method with parameter optimization. 127370 2025 278 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.127370 db/journals/eswa/eswa278.html#ZhangGZJGS25 streams/journals/eswa

Yong Zhang 0016 Shuxian Li Chun-lin He Yan Zhang 0099 Fanjia Li Xianfang Song A surrogate-assisted multi-objective evolutionary algorithm with multiple reference points. 128670 2025 294 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.128670 db/journals/eswa/eswa294.html#ZhangLHZLS25 streams/journals/eswa

Wanqiu Zhang Ying Hu 0006 Yong Zhang 0016 Zi-wang Zheng Chao Peng Xianfang Song Dunwei Gong A multiple surrogate-assisted hybrid evolutionary feature selection algorithm. 101809 2025 92 Swarm Evol. Comput. https://doi.org/10.1016/j.swevo.2024.101809 db/journals/swevo/swevo92.html#ZhangHZZPSG25 streams/journals/swevo

Xianfang Song Hao Ma Yong Zhang 0016 Dunwei Gong Yinan Guo 0001 Ying Hu 0006 A Streaming Feature Selection Method Based on Dynamic Feature Clustering and Particle Swarm Optimization. 1888-1902 2025 October 29 IEEE Trans. Evol. Comput. 5 https://doi.org/10.1109/TEVC.2024.3451688 db/journals/tec/tec29.html#SongMZGGH25 streams/journals/tec

Xianfang Song Zhi Jiang Yong Zhang 0016 Chao Peng Yinan Guo 0001 A Surrogate-Assisted Multi-Phase Ensemble Feature Selection Algorithm With Particle Swarm Optimization in Imbalanced Data. 3833-3848 2025 December 9 IEEE Trans. Emerg. Top. Comput. Intell. 6 https://doi.org/10.1109/TETCI.2025.3548786 db/journals/tetci/tetci9.html#SongJZPG25 streams/journals/tetci

Xiaokang Wu Yong Zhang 0016 Xiaotian Fei Hejuan Hu Xiaoyan Sun 0002 Dunwei Gong Xianfang Song Low-Carbon Economic Operation Optimization of Mine Integrated Energy System Considering Energy Supply Uncertainty. 258-273 2024 4 Complex Syst. Model. Simul. 3 https://doi.org/10.23919/csms.2024.0012 db/journals/csms/csms4.html#WuZFHSGS24 streams/journals/csms

Xianfang Song Denghui Xu Chao Peng Yong Zhang 0016 Yu Xue 0003 A two-stage frequency-domain generation algorithm based on differential evolution for black-box adversarial samples. 123741 2024 249 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2024.123741 db/journals/eswa/eswa249.html#SongXPZX24

Xianfang Song Zhipeng Chen Jun Wang 0071 Yong Zhang 0016 Xiaoyan Sun 0002 A multi-stage LSTM federated forecasting method for multi-loads under multi-time scales. 124303 2024 253 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2024.124303 db/journals/eswa/eswa253.html#SongCWZS24 streams/journals/eswa

Xianfang Song Yong Zhang 0016 Wanqiu Zhang Chunlin He Ying Hu 0006 Jian Wang 0010 Dunwei Gong Evolutionary computation for feature selection in classification: A comprehensive survey of solutions, applications and challenges. 101661 2024 90 Swarm Evol. Comput. https://doi.org/10.1016/j.swevo.2024.101661 db/journals/swevo/swevo90.html#SongZZHHWG24 streams/journals/swevo

Ying Hu 0006 Yong Zhang 0016 Xiaozhi Gao 0001 Dunwei Gong Xianfang Song Yinan Guo 0001 Jun Wang 0071 A federated feature selection algorithm based on particle swarm optimization under privacy protection. 110122 2023 260 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2022.110122 db/journals/kbs/kbs260.html#HuZGGSGW23

Xianfang Song Yong Zhang 0016 Dunwei Gong Hui Liu 0024 Wanqiu Zhang Surrogate Sample-Assisted Particle Swarm Optimization for Feature Selection on High-Dimensional Data. 595-609 2023 27 IEEE Trans. Evol. Comput. 3 https://doi.org/10.1109/TEVC.2022.3175226 db/journals/tec/tec27.html#Song0G0Z23

Zhen Zhang 0040 Yinan Guo 0001 Xianfang Song Improved Nonlinear Extended State Observer-Based Sliding-Mode Rotary Control for the Rotation System of a Hydraulic Roofbolter. 41 2022 24 Entropy 1 https://doi.org/10.3390/e24010041 db/journals/entropy/entropy24.html#ZhangGS22

Xianfang Song Yong Zhang 0016 Dun-Wei Gong Xiao-Zhi Gao 0001 A Fast Hybrid Feature Selection Based on Correlation-Guided Clustering and Particle Swarm Optimization for High-Dimensional Data. 9573-9586 2022 52 IEEE Trans. Cybern. 9 https://doi.org/10.1109/TCYB.2021.3061152 db/journals/tcyb/tcyb52.html#SongZGG22

Chun-lin He Yong Zhang 0016 Dunwei Gong Xianfang Song Xiaoyan Sun 0002 A Multitask Bee Colony Band Selection Algorithm With Variable-Size Clustering for Hyperspectral Images. 1566-1580 2022 26 IEEE Trans. Evol. Comput. 6 https://doi.org/10.1109/TEVC.2022.3159253 https://www.wikidata.org/entity/Q113272645 db/journals/tec/tec26.html#HeZGSS22

Jiang Zhi Yong Zhang 0016 Xianfang Song Chun-lin He A Surrogate-Assisted Ensemble Particle Swarm Optimizer for Feature Selection Problems. 160-166 2022 ICSI (1) https://doi.org/10.1007/978-3-031-09677-8_14 conf/swarm/2022-1 db/conf/swarm/icsi2022-1.html#ZhiZSH22

Xianfang Song Yong Zhang 0016 Dun-Wei Gong Xiaoyan Sun 0002 Feature selection using bare-bones particle swarm optimization with mutual information. 107804 2021 112 Pattern Recognit. https://doi.org/10.1016/j.patcog.2020.107804 db/journals/pr/pr112.html#SongZGS21

Shengsheng Han Suxia Liu Shi Hu Xianfang Song Xingguo Mo Evapotranspiration on Natural and Reclaimed Coral Islands in the South China Sea. 1110 2021 13 Remote. Sens. 6 https://doi.org/10.3390/rs13061110 https://www.wikidata.org/entity/Q118153876 db/journals/remotesensing/remotesensing13.html#HanLHSM21

Yong Zhang 0016 Chun-lin He Xianfang Song Xiaoyan Sun 0002 A multi-strategy integrated multi-objective artificial bee colony for unsupervised band selection of hyperspectral images. 100806 2021 60 Swarm Evol. Comput. https://doi.org/10.1016/j.swevo.2020.100806 https://www.wikidata.org/entity/Q113287083 db/journals/swevo/swevo60.html#ZhangHSS21

Xianfang Song Yong Zhang 0016 Yi-Nan Guo 0001 Xiaoyan Sun 0002 Yong-Li Wang Variable-Size Cooperative Coevolutionary Particle Swarm Optimization for Feature Selection on High-Dimensional Data. 882-895 2020 24 IEEE Trans. Evol. Comput. 5 https://doi.org/10.1109/TEVC.2020.2968743 db/journals/tec/tec24.html#SongZGSW20

Yong Zhang 0016 Qi Wang Dun-Wei Gong Xianfang Song Nonnegative Laplacian embedding guided subspace learning for unsupervised feature selection. 337-352 2019 93 Pattern Recognit. https://doi.org/10.1016/j.patcog.2019.04.020 https://www.wikidata.org/entity/Q127986311 db/journals/pr/pr93.html#ZhangWGS19

Yong Zhang 0016 Xianfang Song Dun-Wei Gong A return-cost-based binary firefly algorithm for feature selection. 561-574 2017 418 Inf. Sci. https://doi.org/10.1016/j.ins.2017.08.047 db/journals/isci/isci418.html#ZhangSG17

Ying Ma Shaoyuan Feng Xianfang Song Evaluation of optimal irrigation scheduling and groundwater recharge at representative sites in the North China Plain with SWAP model and field experiments. 125-136 2015 116 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2015.06.015 https://www.wikidata.org/entity/Q128938232 db/journals/cea/cea116.html#MaFS15

Ying Ma Shaoyuan Feng Zailin Huo Xianfang Song Application of the SWAP model to simulate the field water cycle under deficit irrigation in Beijing, China. 1044-1052 2011 54 Math. Comput. Model. 3-4 https://doi.org/10.1016/j.mcm.2010.11.034 db/journals/mcm/mcm54.html#MaFHS11

Fadong Li Qiuying Zhang Kechang Gao Zhongqi Xu Xianfang Song Measurement of evapotranspiration of mixed bush and grass in headwater region of North China plain. 1322-1325 2005 IGARSS https://doi.org/10.1109/IGARSS.2005.1525364 conf/igarss/2005 db/conf/igarss/igarss2005.html#LiZGXS05 Xiaoliang Lv Ronggao Liu Jiyuan Liu 0001 Xianfang Song Monitoring flood using multi-temporal ENVISAT ASAR data. 3627-3629 2005 IGARSS https://doi.org/10.1109/IGARSS.2005.1526633 conf/igarss/2005 db/conf/igarss/igarss2005.html#LvLLS05 Qiuying Zhang Fadong Li Guoqiang Ou Xianfang Song Cong Yang Effects of land use on soil physical and chemical characters at debris flow bottomland. 4469-4472 2005 IGARSS https://doi.org/10.1109/IGARSS.2005.1525913 conf/igarss/2005 db/conf/igarss/igarss2005.html#ZhangLOSY05 Zhipeng Chen Xiaotian Fei Shaoyuan Feng Kechang Gao Xiao Zhi Gao 0001Xiao-Zhi Gao 0001Xiaozhi Gao 0001 Dun-Wei GongDunwei Gong Yinan Guo 0001Yi-Nan Guo 0001 Shengsheng Han Chun-lin He Chunlin He Hejuan Hu Shi Hu Ying Hu 0006 Zailin Huo Zhi Jiang Feng Jiao Fadong Li Fanjia Li Shuxian Li Hui Liu 0024 Jiyuan Liu 0001 Ronggao Liu Suxia Liu Xiaoliang Lv Hao Ma Ying Ma Xingguo Mo Guoqiang Ou Chao Peng Xiaoyan Sun 0002 Jian Wang 0010 Jun Wang 0071 Qi Wang Yong-Li Wang Xiaokang Wu Denghui Xu Zhongqi Xu Yu Xue 0003 Cong Yang Lei Yang 0028 Qiuying Zhang Wanqiu Zhang Yan Zhang 0099 Yong Zhang 0016 Zhen Zhang 0040 Ruizhao Zheng Zi-wang Zheng Jiang Zhi Song Zhu