Changshou Deng

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 33

Top Topics

Global Optimisation

Artificial Bee Colony

Optimisation Algorithm

Particle Swarm Optimization

Top Venues

Int. J. Comput. Sci. Math.

Knowl. Based Syst.

Comput. Intell. Neurosci.

Publications

Hu Peng, Wenwen Xia, Zhongtian Luo, Changshou Deng, Hui Wang, Zhijian Wu
A multimodal multi-objective differential evolution with series-parallel combination and dynamic neighbor strategy. Inf. Sci. 678 (2024)
Hu Peng, Lin Li, Changrong Mei, Changshou Deng, Xuezhi Yue, Zhijian Wu
Gene expression programming with dual strategies and neighborhood search for symbolic regression problems. Appl. Soft Comput. 145 (2023)
Leyong Hou, Debin Fan, Junjie Cheng, Honglian Wu, Hu Peng, Changshou Deng
A multi-strategy particle swarm optimization framework based on deep reinforcement learning. ICACI (2023)
Zheng Wan, Xiaogang Dong, Changshou Deng
Correction to: Optimizing computation offloading under heterogeneous delay requirements for wireless powered mobile edge computing. Wirel. Networks 29 (4) (2023)
Yichen He, Hu Peng, Changshou Deng, Xiwei Dong, Zhijian Wu, Zhaolu Guo
Reference point reconstruction-based firefly algorithm for irregular multi-objective optimization. Appl. Intell. 53 (1) (2023)
Zheng Wan, Xiaogang Dong, Changshou Deng
Optimizing computation offloading under heterogeneous delay requirements for wireless powered mobile edge computing. Wirel. Networks 29 (4) (2023)
Yupeng Han, Hu Peng, Changrong Mei, Lianglin Cao, Changshou Deng, Hui Wang, Zhijian Wu
Multi-strategy multi-objective differential evolutionary algorithm with reinforcement learning. Knowl. Based Syst. 277 (2023)
Xiaogang Dong, Zheng Wan, Changshou Deng
Optimization of Wireless Power Transfer for Wireless-Powered Mobile Edge Computing. ICCCN (2022)
Changshou Deng, Xiaogang Dong, Yucheng Tan, Hu Peng
Variable Fragments Evolution in Differential Evolution. ICSI (1) (2021)
Hu Peng, Yupeng Han, Changshou Deng, Jing Wang, Zhijian Wu
Multi-strategy co-evolutionary differential evolution for mixed-variable optimization. Knowl. Based Syst. 229 (2021)
Changshou Deng, Xiaogang Dong, Yucheng Tan, Hu Peng
Enhanced Differential Evolution Algorithm with Local Search Based on Hadamard Matrix. Comput. Intell. Neurosci. 2021 (2021)
Hu Peng, Wenhua Zhu, Changshou Deng, Zhijian Wu
Enhancing firefly algorithm with courtship learning. Inf. Sci. 543 (2021)
Wenhua Zhu, Hu Peng, Chaohui Leng, Changshou Deng, Zhijian Wu
Surrogate-assisted firefly algorithm for breast cancer detection. J. Intell. Fuzzy Syst. 40 (5) (2021)
Hu Peng, Zhaogan Zeng, Changshou Deng, Zhijian Wu
Multi-strategy serial cuckoo search algorithm for global optimization. Knowl. Based Syst. 214 (2021)
Zheng Wan, Xiaogang Dong, Changshou Deng
Deep Learning with Enhanced Convergence and Its Application in MEC Task Offloading. ICA3PP (2) (2021)
Hu Peng, Wenhua Zhu, Changshou Deng, Kun Yu, Zhijian Wu
Composite firefly algorithm for breast cancer recognition. Concurr. Comput. Pract. Exp. 33 (5) (2021)
Zhihui He, Hu Peng, Jianqiang Chen, Changshou Deng, Zhijian Wu
A Spark-based differential evolution with grouping topology model for large-scale global optimization. Clust. Comput. 24 (1) (2021)
Jianan Liu, Hu Peng, Zhijian Wu, Jianqiang Chen, Changshou Deng
Multi-strategy brain storm optimization algorithm with dynamic parameters adjustment. Appl. Intell. 50 (4) (2020)
Zhiyang Xiang, Changshou Deng, Xueting Xiang, Mali Yu, Jing Xiong
Semi-parametric training of autoencoders with Gaussian kernel smoothed topology learning neural networks. Neural Comput. Appl. 32 (9) (2020)
Jianqiang Chen, Changshou Deng, Hu Peng, Yucheng Tan, Xinyu Zhou, Feng Wang
Enhanced Brain Storm Optimization with Role-playing Strategy. CEC (2019)
Hu Peng, Yichen He, Changshou Deng, Zhijian Wu
Firefly Algorithm With Luciferase Inhibition Mechanism. IEEE Access 7 (2019)
Hu Peng, Changshou Deng, Zhijian Wu
SPBSO: self-adaptive brain storm optimization algorithm with pbest guided step-size. J. Intell. Fuzzy Syst. 36 (6) (2019)
Fenqiang Li, Hu Peng, Changshou Deng, Yi Zeng, Yucheng Tan, Wenjun Wang
Brain Storm Optimization Algorithm based on Competition Mechanism. CEC (2019)
Hu Peng, Changshou Deng, Zhijian Wu
Best neighbor-guided artificial bee colony algorithm for continuous optimization problems. Soft Comput. 23 (18) (2019)
Hu Peng, Changshou Deng, Shunxu Peng
Inventory routing optimisation using differential evolution with feasibility checking and local search. Int. J. Intell. Inf. Database Syst. 12 (1/2) (2019)
Zhihui He, Hu Peng, Changshou Deng, Yucheng Tan, Zhijian Wu, Shuangke Wu
A Spark-based Gaussian Bare-bones Cuckoo Search with dynamic parameter selection. CEC (2019)
Hu Peng, Zhaolu Guo, Changshou Deng, Zhijian Wu
Enhancing differential evolution with random neighbors based strategy. J. Comput. Sci. 26 (2018)
Hu Peng, Changshou Deng, Hui Wang, Wenjun Wang, Xinyu Zhou, Zhijian Wu
Gaussian bare-bones cuckoo search algorithm. GECCO (Companion) (2018)
Xiaogang Dong, Changshou Deng, Yucheng Tan
Dynamic differential evolution with oppositional orthogonal crossover for large scale optimisation problems. Int. J. Comput. Sci. Math. 8 (5) (2017)
Hu Peng, Xujie Tan, Changshou Deng, Shunxu Peng
SparkCUDE: a spark-based differential evolution for large-scale global optimisation. Int. J. High Perform. Syst. Archit. 7 (4) (2017)
Zongmin Cui, Guangyong Gao, Caixue Zhou, Jing Yu, An-Yuan Deng, Changshou Deng
Efficient key management for publish/subscribe system in cloud scenarios. Int. J. High Perform. Comput. Netw. 9 (5/6) (2016)
Xujie Tan, Changshou Deng, Xiaogang Dong, Sihao Yuan, Zhijian Wu, Hu Peng
SparkDE: 一种基于RDD云计算模型的并行差分进化算法 (SparkDE: A Parallel Version of Differential Evolution Based on Resilient Distributed Datasets Model in Cloud Computing). 计算机科学 43 (9) (2016)
Zhaolu Guo, Shenwen Wang, Xuezhi Yue, Baoyong Yin, Changshou Deng, Zhijian Wu
Enhanced social emotional optimisation algorithm with elite multi-parent crossover. Int. J. Comput. Sci. Math. 7 (6) (2016)
Changshou Deng, Xujie Tan, Xiaogang Dong, Yucheng Tan
A Parallel Version of Differential Evolution Based on Resilient Distributed Datasets Model. BIC-TA (2015)
Dang Cong Tran, Zhijian Wu, Changshou Deng
An improved approach of particle swarm optimization and application in data clustering. Intell. Data Anal. 19 (5) (2015)
Zhaolu Guo, Xuezhi Yue, Kejun Zhang, Changshou Deng, Songhua Liu
Enhanced social emotional optimisation algorithm with generalised opposition-based learning. Int. J. Comput. Sci. Math. 6 (1) (2015)
Changshou Deng, Yucheng Tan, Bingyan Zhao, Yanlin Yang, Yan Liu, Hu Peng
Dual of DE: a new scheme of differential evolution algorithm. Int. J. Wirel. Mob. Comput. 8 (4) (2015)
Changshou Deng, Xiaogang Dong, Yanlin Yang, Yucheng Tan, Xujie Tan
Differential Evolution with Novel Local Search Operation for Large Scale Optimization Problems. ICSI (1) (2015)
Xinyu Zhou, Zhijian Wu, Changshou Deng, Hu Peng
Enhancing artificial bee colony algorithm with generalised opposition-based learning. Int. J. Comput. Sci. Math. 6 (3) (2015)
Zhaolu Guo, Haixia Huang, Changshou Deng, Xuezhi Yue, Zhijian Wu
An Enhanced Differential Evolution with Elite Chaotic Local Search. Comput. Intell. Neurosci. 2015 (2015)
Huichao Liu, Zhijian Wu, Huanzhe Li, Hui Wang, Shahryar Rahnamayan, Changshou Deng
Rotation-Based Learning: A Novel Extension of Opposition-Based Learning. PRICAI (2014)
Huichao Liu, Zhijian Wu, Hui Wang, Shahryar Rahnamayan, Changshou Deng
Improved differential evolution with adaptive opposition strategy. IEEE Congress on Evolutionary Computation (2014)
Bingyan Zhao, Changshou Deng, Yanling Yang, Hu Peng
Novel Binary Biogeography-Based Optimization Algorithm for the Knapsack Problem. ICSI (1) (2012)
Changshou Deng, Bingyan Zhao, Yanling Yang, Hu Peng, Qiming Wei
Novel Binary Encoding Differential Evolution Algorithm. ICSI (1) (2011)
Changshou Deng, Chang-Yong Liang, Bingyan Zhao, Yanling Yang, An-Yuan Deng
Structure-Encoding Differential Evolution for Integer Programming. J. Softw. 6 (1) (2011)
Changshou Deng, Bingyan Zhao, Yanling Yang, An-Yuan Deng
Hybrid Differential Evolution for Knapsack Problem. ICSI (1) (2010)
Changshou Deng, Bingyan Zhao, An-Yuan Deng, Rixin Hu
Differential Evolution with dual population for static Weapon-Target assignment problem. ICNC (2010)
Changshou Deng, Bingyan Zhao, Yanling Yang, Anyuan Deng
Novel binary Differential Evolution without scale factor F. IWACI (2010)
Changshou Deng, Bingyan Zhao, Yanling Yang, An-Yuan Deng
Novel Binary Differential Evolution Algorithm for Discrete Optimization. ICNC (4) (2009)
Changshou Deng, Bingyan Zhao, An-Yuan Deng, Chang-Yong Liang
Hybrid-Coding Binary Differential Evolution Algorithm with Application to 0-1 Knapsack Problems. CSSE (1) (2008)
Changshou Deng, Pie Zheng, Yanling Yang, Bingyan Zhao
Markov Chain-based Clustering Analysis of Customers and WebPages. ICEB (2004)