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杨

杨圣祥 (Shengxiang Yang)

de montfort university

71H-index
590Paper Count
2.1WCitation Count
Published Papers 221
Publication Date
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A Deep Reinforcement Learning Framework for Multi-Objective Optimization and Decision-making with Application to Wastewater Treatment
errIEEE Transactions on Automation Science and Engineering
IF6.4
err2026-10-09
err0
PREAI
errYu Sun; Yuqing Chang; Fuli Wang; Tianzi Zheng; Bangwu Dai; Shengxiang Yang
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Parking Vehicle-Assisted Task Offloading in Edge Computing: An Environment-Adaptive Multi-Strategy Dynamic Multi-Objective Evolutionary Algorithm
errIEEE Transactions on Evolutionary Computation
IF12
err2026-10-06
err0
PREAI
errZhengYi Chai; XuanWen Lu; Shengxiang Yang; Yalun Li; QingWen Chen
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errSave
A Dynamic Constraint Relaxation Framework for Constrained Multimodal Multi-objective Optimization
errIEEE Transactions on Evolutionary Computation
IF12
err2026-08-24
err0
PREAI
errJuan Zou; Yu Li; Hui Bai; Lei Han; Qi Deng; Shengxiang Yang
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errSave
Latent Domain-Specific Prompt-Driven SAM via Conditional Diffusion Refinement for Postoperative Glioma Segmentation
errIEEE Transactions on Industrial Informatics
IF9.9
err2026-08-06
err0
PREAI
errYize Ma; Zhenyang Liang; Feiyu Yin; Pengfei Song; Junyi Song; Shengxiang Yang; Guoqing Wu; Yan Ren; Jinhua Yu
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errSave
Imbalance-robust retired battery sorting via semi-supervised contrastive representation learning
errApplied Energy
IF11
err2026-08-04
err0
PREAI
errLei Cai; Wen Zhao; Haiyan Jin; Bin Wang; Jichang Peng; Ming Zhang; Jinhao Meng; Shengxiang Yang
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errSave
Topological prior-driven sub-region division and vector migration for spatio-temporal region prediction in dynamic multi-objective optimization
errExpert Systems with Applications
IF7.5
err2026-08-01
err0
PREAI
errHu, Yaru; Zheng, Yunfei; Wang, Sitong; Ou, Junwei; Zheng, Jinhua; Zou, Juan; Yang, Shengxiang
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errSave
Binary shape-based benchmarks for analyzing search preferences in multi-objective combinatorial optimization
errSwarm and Evolutionary Computation
IF8.5
err2026-06-20
err0
errOAAI
errXuepeng Ren; Shengxiang Yang; Guangming Dai; Maocai Wang
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errSave
Mixture Pulsation Model-Based Decision-Making for Resource-Efficient Scheduling in Large-Scale Assembly Lines
errIEEE Transactions on Cybernetics
IF10.5
err2026-04-13
err0
PREAI
errHongrui Gao; Yingwei Zhang; Chun-Yi Su; Shengxiang Yang
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errSave
Online spatial-temporal prediction for dynamic constrained multiobjective evolutionary optimization
errExpert Systems with Applications
IF7.5
err2026-03-31
err0
PREAI
errGuoyu Chen; Yinan Guo; Xiao Yang; Shunyao Zhang; Tianbing Ma; Shengxiang Yang; Liang Yuan
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errSave
A niching archive-assisted evolutionary algorithm for multimodal feature selection in high-dimensional data classification
errKnowledge-Based Systems
IF7.6
err2026-03-27
err0
PREAI
errYunhe Wang; Zhengyu Du; Zeming Zhou; Xubin Wang; Shengxiang Yang
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errSave
Algorithm 1060: EDOLAB, a Platform for Research and Education in Evolutionary Dynamic Optimization
errACM Transactions on Mathematical Software
IF3.2
err2026-03-01
err0
PREAI
errPeng, Mai; Yazdani, Delaram; Yazdani, Danial; She, Zeneng; Luo, Wenjian; Li, Changhe; Branke, Juergen; Nguyen, Trung Thanh; Gandomi, Amir H.; Yang, Shengxiang; Jin, Yaochu; Yao, Xin
errShare
errSave
Neural Network-Aided Differential Evolution With Double Q-Learning for Dynamic Optimization
errIEEE Transactions on Computational Social Systems
IF4.9
err2026-02-27
err0
PREAI
errWei Song; Zhi Liu; Yaochu Jin; Yinan Guo; Shengxiang Yang
errShare
errSave
Dynamic Multiobjective Optimization for Integrated Coal Mine Energy Systems With Streaming Constraints
errIEEE Transactions on Industrial Informatics
IF9.9
err2026-02-03
err0
PREAI
errChi Zhang; Miao Rong; Shengxiang Yang; Quanke Pan; Chen Peng
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errSave
ADR-DMOEA: A Dynamic Multiobjective Optimization Evolutionary Algorithm Based on Adaptive Dynamic Response Strategy
errIEEE Transactions on Cybernetics
IF10.5
err2026-01-28
err0
PREAI
errYuying Wang; Ping Zhou; Shengxiang Yang; Tianyou Chai
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errSave
Overcoming scalability challenges in multi-objective flexible jobshop scheduling algorithms by automatic configuration
errAPPLIED SOFT COMPUTING
IF6.6
err2026-01-21
err0
PREAI
errZhang, Xuwei; Liu, Shixin; Zhao, Ziyan; Song, Jianhai; Yang, Shengxiang
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errSave
Scheduling a Constrained Hybrid Flowshop Using a Variable Representation Cooperative Co-Evolutionary Algorithm
errExpert Systems with Applications
IF7.5
err2026-01-13
err0
PREAI
errBing-Tao Wang; Quan-Ke Pan; Shengxiang Yang; Xue-Lei Jing; WeiMin Li
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errSave
Dual-Population Evolution-Based Collaborative Optimization for Coordinated UAVs Mission Patrol Under Mountainous Environments
errIEEE Transactions on Emerging Topics in Computational Intelligence
IF6.5
err2026-01-01
err0
PREAI
errYunhe Wang; Wenyuan Xiao; Dong Wang; Yajuan Zhang; Qingda Chen; Shengxiang Yang
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errSave
Scenario-to-objective transformation for robust cascaded flow-shop joint scheduling: a many-objective optimization framework
errExpert Systems with Applications
IF7.5
err2025-12-18
err0
PREAI
errQiuying Li; Quanke Pan; Liang Gao; Weimin Li; Shengxiang Yang
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errSave
Ensemble of Similar Differential Evolution Algorithms With Algorithm Replacement at Position Without Individual Replacement
errIEEE Transactions on Emerging Topics in Computational Intelligence
IF6.5
err2025-12-16
err0
PREAI
errChuchuan Cen; Chengjun Li; Junbin Gao; Mingyuan Bai; Shengxiang Yang
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errSave
A sparse large-scale multi-objective evolutionary optimization based on bi-level interactive grouping
errSwarm and Evolutionary Computation
IF8.5
err2025-11-15
err0
PREAI
errYingjie Zou; Juan Zou; Shiting Wang; Yuan Liu; Shengxiang Yang
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errSave

Research Directions

智能算法元启发式和超启发式人工神经网络调度组合优化，多目标优化和动态优化智能网络系统生物信息学，系统与合成生物学数据挖掘和智能数据分析，网络流量问题和算法
Co-authors
Cooperation Journals
P
Ponnuthurai Nagaratnam Suganthan
H-index: 118 · Papers: 784
Y
Yaochu Jin
H-index: 116 · Papers: 1.0K
X
Xin Yao
H-index: 116 · Papers: 1.5K
A
Amir H. Gandomi
H-index: 107 · Papers: 847
Gao Liang cover
Gao Liang (Liang Gao)
H-index: 103 · Papers: 1.3K
View more