Shengxiang Yang

20.7k total citations · 9 hit papers
403 papers, 14.5k citations indexed

About

Shengxiang Yang is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Industrial and Manufacturing Engineering. According to data from OpenAlex, Shengxiang Yang has authored 403 papers receiving a total of 14.5k indexed citations (citations by other indexed papers that have themselves been cited), including 294 papers in Artificial Intelligence, 234 papers in Computational Theory and Mathematics and 52 papers in Industrial and Manufacturing Engineering. Recurrent topics in Shengxiang Yang's work include Metaheuristic Optimization Algorithms Research (258 papers), Advanced Multi-Objective Optimization Algorithms (230 papers) and Evolutionary Algorithms and Applications (167 papers). Shengxiang Yang is often cited by papers focused on Metaheuristic Optimization Algorithms Research (258 papers), Advanced Multi-Objective Optimization Algorithms (230 papers) and Evolutionary Algorithms and Applications (167 papers). Shengxiang Yang collaborates with scholars based in United Kingdom, China and Brazil. Shengxiang Yang's co-authors include Miqing Li, Shouyong Jiang, Xiaohui Liu, Jinhua Zheng, Michalis Mavrovouniotis, Changhe Li, Xin Yao, Juan Zou, Trung Thành Nguyễn and Changhe Li and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and Applied Energy.

In The Last Decade

Shengxiang Yang

380 papers receiving 14.1k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A Grid-Based Evolutionary Algorithm for Many-Objective Optimization

2013 726 citations Shengxiang Yang, Jinhua Zheng et al. profile →
Shift-Based Density Estimation for Pareto-Based Algorithms in Many-Objective Optimization

2013 566 citations Shengxiang Yang et al. profile →
Evolutionary dynamic optimization: A survey of the state of the art

2012 443 citations Shengxiang Yang et al. Swarm and Evolutionary Computation profile →
A survey of swarm intelligence for dynamic optimization: Algorithms and applications

2017 441 citations Changhe Li, Shengxiang Yang et al. Swarm and Evolutionary Computation profile →
A benchmark test suite for evolutionary many-objective optimization

2017 375 citations Shengxiang Yang et al. profile →
A Self-Learning Particle Swarm Optimizer for Global Optimization Problems

2011 324 citations Shengxiang Yang et al. profile →
A Strength Pareto Evolutionary Algorithm Based on Reference Direction for Multiobjective and Many-Objective Optimization

2017 305 citations Shengxiang Yang et al. profile →
A Steady-State and Generational Evolutionary Algorithm for Dynamic Multiobjective Optimization

2016 268 citations Shengxiang Yang et al. profile →
An Adaptive Localized Decision Variable Analysis Approach to Large-Scale Multiobjective and Many-Objective Optimization

2021 219 citations Shengxiang Yang et al. IEEE Transactions on Cybernetics profile →

Peers

Countries citing papers authored by Shengxiang Yang

Since Specialization

Citations

This map shows the geographic impact of Shengxiang Yang's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Shengxiang Yang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Shengxiang Yang more than expected).

Fields of papers citing papers by Shengxiang Yang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Shengxiang Yang. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Shengxiang Yang. The network helps show where Shengxiang Yang may publish in the future.

Co-authorship network of co-authors of Shengxiang Yang

This figure shows the co-authorship network connecting the top 25 collaborators of Shengxiang Yang. A scholar is included among the top collaborators of Shengxiang Yang based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Shengxiang Yang. Shengxiang Yang is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Dynamic multiobjective evolutionary algorithm based on a knee point driven Gaussian model 2025 ·Expert Systems with Applications ·Guoyu Chen, Yinan Guo, (unknown), (unknown), Shengxiang Yang, (unknown)	0
2	Dynamic multiobjective optimization via an improved r-dominance relation and a novel prediction approach 2024 ·Expert Systems with Applications ·Yaru Hu, Junwei Ou, (unknown), Juan Zou, Jinhua Zheng, Shengxiang Yang	0
3	Continuous variation operator configuration for decomposition-based evolutionary multi-objective optimization 2024 ·Swarm and Evolutionary Computation ·Yuan Liu, (unknown), Juan Zou, (unknown), Shengxiang Yang, Jinhua Zheng	0
4	Q-learning assisted multi-objective evolutionary optimization for low-carbon scheduling of open-pit mine trucks 2024 ·Swarm and Evolutionary Computation ·(unknown), (unknown), Guoyu Chen, Hong Wei, Xiaoxiao Zhao, Shengxiang Yang, Shirong Ge	3
5	The IGD-based prediction strategy for dynamic multi-objective optimization 2024 ·Swarm and Evolutionary Computation ·Yaru Hu, (unknown), Junwei Ou, Yana Li, Jinhua Zheng, Juan Zou, (unknown), Shengxiang Yang, (unknown)	5
6	Automatically constructing a health indicator for lithium-ion battery state-of-health estimation via adversarial and compound staked autoencoder 2024 ·Journal of Energy Storage ·Lei Cai, Junxin Li, (unknown), Haiyan Jin, Jinhao Meng, Bin Wang, Chunling Wu, Shengxiang Yang	7
7	A multi-strategy optimizer for energy minimization of multi-UAV-assisted mobile edge computing 2024 ·Swarm and Evolutionary Computation ·Yang Chen, Dechang Pi, Shengxiang Yang, Yue Xu, Wang Bi, Yintong Wang	7
8	A novel preference-driven evolutionary algorithm for dynamic multi-objective problems 2024 ·Swarm and Evolutionary Computation ·Xueqing Wang, (unknown), (unknown), Yuan Liu, Juan Zou, (unknown), Shengxiang Yang	1
9	Robust online active learning with cluster-based local drift detection for unbalanced imperfect data 2024 ·Applied Soft Computing ·Yinan Guo, (unknown), (unknown), (unknown), Dunwei Gong, Shengxiang Yang	4
10	A repulsive-distance-based maximum diversity selection algorithm for multimodal multiobjective optimization 2024 ·Applied Soft Computing ·Qi Deng, (unknown), Shengxiang Yang, (unknown), (unknown), (unknown), (unknown)	4
11	Online semi-supervised active learning ensemble classification for evolving imbalanced data streams 2024 ·Applied Soft Computing ·Yinan Guo, (unknown), (unknown), Yanyan Peng, Dini Wang, Shengxiang Yang	6
12	Learning to search promising regions by space partitioning for evolutionary methods 2024 ·Swarm and Evolutionary Computation ·(unknown), Changhe Li, (unknown), Sanyou Zeng, Shengxiang Yang	3
13	A two-stage direction-guided evolutionary algorithm for large-scale multiobjective optimization 2024 ·Information Sciences ·Juan Zou, Tang Li, (unknown), Shengxiang Yang, (unknown)	4
14	An evolutionary algorithm based on dynamic sparse grouping for sparse large scale multiobjective optimization 2023 ·Information Sciences ·(unknown), (unknown), Juan Zou, Shengxiang Yang, Jinhua Zheng	22
15	Manifold clustering-based prediction for dynamic multiobjective optimization 2023 ·Swarm and Evolutionary Computation ·Yan Li, Wenlong Qi, Anyong Qin, Shengxiang Yang, Dunwei Gong, Boyang Qu, Jing Liang	19
16	A flexible two-stage constrained multi-objective evolutionary algorithm based on automatic regulation 2023 ·Information Sciences ·Juan Zou, (unknown), (unknown), Shengxiang Yang, Jinhua Zheng	12
17	A reinforcement learning-based multi-objective optimization in an interval and dynamic environment 2023 ·Knowledge-Based Systems ·Yue Xu, (unknown), Dechang Pi, Yang Chen, Shuo Qin, Xiaoge Zhang, Shengxiang Yang	7
18	Global and local feasible solution search for solving constrained multi-objective optimization 2023 ·Information Sciences ·(unknown), Juan Zou, (unknown), Shengxiang Yang, Jinhua Zheng	4
19	Evolutionary Multiobjective Clustering Algorithms With Ensemble for Patient Stratification 2021 ·IEEE Transactions on Cybernetics ·Yunhe Wang, Xiangtao Li, Ka‐Chun Wong, Yi Chang, Shengxiang Yang	17
20	Evolutionary algorithms in dynamic environments 2020 ·DMU Open Research Archive (De Montfort University) ·Hongfeng Wang, Dingwei Wang, Shengxiang Yang	0

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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