Shouyong Jiang

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 39

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Evol. Comput.

CoRR

Inf. Sci.

De Montfort University, Leicester, UK (PHD)

Education History

De Montfort University, Leicester, UK

PHD

Publications

Shouyong Jiang, Jinglei Guo, Yong Wang, Shengxiang Yang
Evolutionary Multi/Many-Objective Optimisation via Bilevel Decomposition. IEEE CAA J. Autom. Sinica 11 (9) (2024)
Jinglei Guo, Chen Gao, Shouyong Jiang, Wei Xie, Zhijian Wu
An improved brain storm optimization with chunking-grouping method. Concurr. Comput. Pract. Exp. 36 (4) (2024)
Yaru Hu, Juan Zou, Jinhua Zheng, Shouyong Jiang, Shengxiang Yang
A new framework of change response for dynamic multi-objective optimization. Expert Syst. Appl. 248 (2024)
Dewei Yi, Hasan Bayarov Ahmedov, Shouyong Jiang, Yiren Li, Sean Joseph Flinn, Paul G. Fernandes
Coordinate-Aware Mask R-CNN with Group Normalization: A underwater marine animal instance segmentation framework. Neurocomputing 583 (2024)
Yaru Hu, Jinhua Zheng, Shouyong Jiang, Shengxiang Yang, Juan Zou, Rui Wang
A Mahalanobis Distance-Based Approach for Dynamic Multiobjective Optimization With Stochastic Changes. IEEE Trans. Evol. Comput. 28 (1) (2024)
Yaru Hu, Jinhua Zheng, Shouyong Jiang, Shengxiang Yang, Juan Zou
Handling Dynamic Multiobjective Optimization Environments via Layered Prediction and Subspace-Based Diversity Maintenance. IEEE Trans. Cybern. 53 (4) (2023)
Shouyong Jiang, Juan Zou, Shengxiang Yang, Xin Yao
Evolutionary Dynamic Multi-objective Optimisation: A Survey. ACM Comput. Surv. 55 (4) (2023)
Likai Wang, Qingyang Zhang, Xiangyu He, Shengxiang Yang, Shouyong Jiang, Yongquan Dong
Biological survival optimization algorithm with its engineering and neural network applications. Soft Comput. 27 (10) (2023)
Shouyong Jiang, Yong Wang, Yaru Hu, Qingyang Zhang, Shengxiang Yang
Vector Autoregressive Evolution for Dynamic Multi-Objective Optimisation. CoRR (2023)
Jiao Liu, Yong Wang, Pei-Qiu Huang, Shouyong Jiang
CaR: A Cutting and Repulsion-Based Evolutionary Framework for Mixed-Integer Programming Problems. IEEE Trans. Cybern. 52 (12) (2022)
Debinal Rajan, Shouyong Jiang, Dewei Yi, Wei Pang, George M. Coghill
Enhanced Affinity Propagation Clustering on Heterogeneous Information Network. UKCI (2022)
Qingyang Zhang, Xiangyu He, Shengxiang Yang, Yongquan Dong, Hui Song, Shouyong Jiang
Solving dynamic multi-objective problems using polynomial fitting-based prediction algorithm. Inf. Sci. 610 (2022)
Yaru Hu, Jinhua Zheng, Juan Zou, Shouyong Jiang, Shengxiang Yang
Dynamic multi-objective optimization algorithm based decomposition and preference. Inf. Sci. 571 (2021)
Shouyong Jiang, Jinglei Guo, Bashar Alhnaity, Qingyang Zhang
On Analysis of Irregular Pareto Front Shapes. EMO (2021)
Jinglei Guo, Miaomiao Shao, Shouyong Jiang, Xinyu Zhou
A Niche Based Multi-objective Particle Swarm Optimizer. CEC (2021)
Bashar Alhnaity, Stefanos D. Kollias, Georgios Leontidis, Shouyong Jiang, Bert Schamp, Simon Pearson
An autoencoder wavelet based deep neural network with attention mechanism for multi-step prediction of plant growth. Inf. Sci. 560 (2021)
Liyun Gong, Miao Yu, Shouyong Jiang, Vassilis Cutsuridis, Simon Pearson
Deep Learning Based Prediction on Greenhouse Crop Yield Combined TCN and RNN. Sensors 21 (13) (2021)
Shouyong Jiang, Hongru Li, Jinglei Guo, Mingjun Zhong, Shengxiang Yang, Marcus Kaiser, Natalio Krasnogor
AREA: An adaptive reference-set based evolutionary algorithm for multiobjective optimisation. Inf. Sci. 515 (2020)
Shouyong Jiang, Marcus Kaiser, Shengxiang Yang, Stefanos D. Kollias, Natalio Krasnogor
A Scalable Test Suite for Continuous Dynamic Multiobjective Optimization. IEEE Trans. Cybern. 50 (6) (2020)
Jinglei Guo, Miaomiao Shao, Shouyong Jiang, Shengxiang Yang
An improved multiobjective optimization evolutionary algorithm based on decomposition with hybrid penalty scheme. GECCO Companion (2020)
Qingyang Zhang, Shengxiang Yang, Shouyong Jiang, Ronggui Wang, Xiaoli Li
Novel Prediction Strategies for Dynamic Multiobjective Optimization. IEEE Trans. Evol. Comput. 24 (2) (2020)
Jinglei Guo, Yong Wu, Wei Xie, Shouyong Jiang
Triangular Gaussian mutation to differential evolution. Soft Comput. 24 (12) (2020)
Bashar Alhnaity, Stefanos D. Kollias, Georgios Leontidis, Shouyong Jiang, Bert Schamp, Simon Pearson
An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth. CoRR (2020)
Shouyong Jiang, Yong Wang, Marcus Kaiser, Natalio Krasnogor
NIHBA: a network interdiction approach for metabolic engineering design. Bioinform. 36 (11) (2020)
Yong Wang, Jian Yu, Shengxiang Yang, Shouyong Jiang, Shuang Zhao
Evolutionary dynamic constrained optimization: Test suite construction and algorithm comparisons. Swarm Evol. Comput. 50 (2019)
Shouyong Jiang, Hongru Li, Jinglei Guo, Mingjun Zhong, Shengxiang Yang, Marcus Kaiser, Natalio Krasnogor
AREA: Adaptive Reference-set Based Evolutionary Algorithm for Multiobjective Optimisation. CoRR (2019)
Shouyong Jiang, Marcus Kaiser, Shengxiang Yang, Stefanos D. Kollias, Natalio Krasnogor
A Scalable Test Suite for Continuous Dynamic Multiobjective Optimisation. CoRR (2019)
Shouyong Jiang, Marcus Kaiser, Shuzhen Wan, Jinglei Guo, Shengxiang Yang, Natalio Krasnogor
An Empirical Study of Dynamic Triobjective Optimisation Problems. CEC (2018)
Shouyong Jiang, Shengxiang Yang, Yong Wang, Xiaobin Liu
Scalarizing Functions in Decomposition-Based Multiobjective Evolutionary Algorithms. IEEE Trans. Evol. Comput. 22 (2) (2018)
Marina Torres, Shouyong Jiang, David A. Pelta, Marcus Kaiser, Natalio Krasnogor
Strain Design as Multiobjective Network Interdiction Problem: A Preliminary Approach. CAEPIA (2018)
Shouyong Jiang, Marcus Kaiser, Jinglei Guo, Shengxiang Yang, Natalio Krasnogor
Less detectable environmental changes in dynamic multiobjective optimisation. GECCO (2018)
Shouyong Jiang, Shengxiang Yang
Evolutionary Dynamic Multiobjective Optimization: Benchmarks and Algorithm Comparisons. IEEE Trans. Cybern. 47 (1) (2017)
Shouyong Jiang, Shengxiang Yang
A Strength Pareto Evolutionary Algorithm Based on Reference Direction for Multiobjective and Many-Objective Optimization. IEEE Trans. Evol. Comput. 21 (3) (2017)
Shengxiang Yang, Shouyong Jiang, Yong Jiang
Improving the multiobjective evolutionary algorithm based on decomposition with new penalty schemes. Soft Comput. 21 (16) (2017)
Shouyong Jiang, Shengxiang Yang
A Steady-State and Generational Evolutionary Algorithm for Dynamic Multiobjective Optimization. IEEE Trans. Evol. Comput. 21 (1) (2017)
Shouyong Jiang, Shengxiang Yang
Convergence Versus Diversity in Multiobjective Optimization. PPSN (2016)
Shouyong Jiang, Shengxiang Yang
An Improved Multiobjective Optimization Evolutionary Algorithm Based on Decomposition for Complex Pareto Fronts. IEEE Trans. Cybern. 46 (2) (2016)
Shouyong Jiang, Shengxiang Yang, Miqing Li
On the use of hypervolume for diversity measurement of Pareto front approximations. SSCI (2016)
Jinglei Guo, Shengxiang Yang, Shouyong Jiang
An adaptive penalty-based boundary intersection approach for multiobjective evolutionary algorithm based on decomposition. CEC (2016)
Shouyong Jiang, Shengxiang Yang
An improved quantum-behaved particle swarm optimization algorithm based on linear interpolation. IEEE Congress on Evolutionary Computation (2014)
Shouyong Jiang, Shengxiang Yang
A framework of scalable dynamic test problems for dynamic multi-objective optimization. CIDUE (2014)
Shouyong Jiang, Shengxiang Yang
A benchmark generator for dynamic multi-objective optimization problems. UKCI (2014)

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Publication Activity (10 Years)

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Shouyong Jiang