Shao Peng,born in October 1983, male, PhD., lecturer. He graduated from Wuhan University in June 2016 with a major in computer software and theory, and has been engaged in intelligent algorithm and application research since graduation. He has presided over or completed 2 projects of Jiangxi Provincial Department of Education, 1 social science planning project of Jiangxi Province, 1 humanities and social science project of Jiangxi Provincial Universities, and participated in a number of scientific and technological projects at or above the provincial level; Presided over or completed 2 teaching reform projects of Jiangxi Agricultural University, and participated in 1 provincial key teaching reform project; Editor-in-chief of 1 provincial textbook (third); As the first author or corresponding author in "Expert Systems With Applications", "Mathematics and Computers in Simulation", "Applied Soft Computing", "ISA Transactions", ".Engineering Applications of Artificial Intelligence, Soft Computing, Acta Electronica Sinica, Jilin University (Engineering Science), Journal of System Simulation, Computer Science, Small and Microcomputer Systems, Science, Technology and Engineering He has published more than 30 papers in important journals or academic conferences at home and abroad, including 15 SCI papers (including 3 SCI papers for undergraduates).
Research Interests
1. Intelligent algorithms and their applications
2. Intelligent information processing
3. Information technology in agriculture
The main papers published as the first author or corresponding author are as follows:
Journal Articles:
[1]Xinyu Liu, Guangquan Li, Haoyuan Yang, Nianru Zhang, Longfei Wang,Peng Shao*. Agricultural UAV trajectory planning by incorporating multi-mechanism improved grey wolf optimization algorithm[J].Expert Systems with Applications, 2023,233:120946
[2]Xinyu Liu,Peng Shao*, Guangquan Li, Liuxi Ye, Haoyuan Yang. Complex hilly terrain agricultural UAV trajectory planning driven by Grey Wolf Optimizer with interference model.Applied Soft Computing, 2024,160:111710. (SCI, thetop of the first district of the Chinese Academy of Sciences, the only communication).
[3]Peng Shao, Ying Liang, Guanquan Li, Xing Li, Le Yang. Birefringence learning: A new global optimization technology model based on birefringence principle in application on artificial bee colony[J].Mathematics and Computers in Simulation, 2023, 206: 470-486
[4]Xing Li, Shaoping Zhang,Peng Shao*. Discrete Artificial Bee Colony Algorithm with Fixed Neighborhood Search for Traveling Salesman Problem[J].Engineering Applications of Artificial Intelligence,2024:107816. (CCF recommended by China Computer Association Class C SCI,TOP in Zone 2 of the Chinese Academy of Sciences, the only communication).
[5]Chen Ye,Peng Shao*, Shaoping Zhang, Wentao Wang.Three-dimensional unmanned aerial vehicle path planning utilizing artificial gorilla troops optimizer incorporating combined mutation and quadratic interpolation operators[J].ISA Transactions, 2024.(SCI,the top of the second district of the Chinese Academy of Sciences, the only communication).
[6]Li Xing, Zhang Shaoping, Yang Le,Shao Peng*. Neighborhood-search-based enhanced multi-strategy collaborative artificial Bee colony algorithm for constrained engineering optimization [J].Soft Computing, 2023, 27: 13991–14017. (CCF recommended by China Computer Association, SCI, thethird district of the Chinese Academy of Sciences, the only communication).
[7]Shao Peng, Yang Le, Tan Liang,Li Guangquan. Enhancing artificial bee colony algorithm using refraction principle.Soft Computing, 2020, 24(20), 15291–15306.( CCF recommended by ChinaComputer Association, SCI,District 3, Chinese Academy of Sciences).
[8]Shao Peng, Wu Zhijian*, Zhou Xuanyu, Dang Cong Tran. FIR digital filter design using improved particle swarm optimization based on refraction principle [J].Soft Computing, 2017, 21(10):2631-2642. (CCF recommended by China Computer Association, Zone3,Chinese Academy of Sciences).
[9]Xinyu Liu, Guangquang Li,Peng Shao*. A Multi-Mechanism Seagull Optimization Algorithm Incorporating Generalized Opposition-Based Nonlinear Boundary Processing[J].Mathematics, 2022,10(18):3295
[10]Chaoyi Rao, Zilong Wang,Peng Shao*. A Multi-Strategy Collaborative Grey Wolf Optimization Algorithm for UAV Path Planning.Electronics,2024,13(13): 2532. (Chinese Academy of Sciences Zone 3 SCI, the only communication).
[11]Wang Qifa. Cheng Guanghua.Shao Peng*. An Adaptive Beetle Swarm Optimization Algorithm with Novel Opposition-Based Learning[J].Electronics, 2022, 11(23): 3905
[12]Guangquan Li, Ting Wang, Qi Chen*,Peng Shao*,Naixue Xiong, Athanasios Vasilakos. A Survey on Particle Swarm Optimization for Association Rule Mining[J].Electronics,2022,11(19):3044.(Chinese Academy of Sciences Zone 3 SCI,Common Communications).
[13]Wang Zilong,Shao Peng*.A Multi-Strategy Dung Beetle Optimization Algorithm for Optimizing Constrained Engineering Problems[J].IEEE Access, 2023,11:98805-98817. (Chinese Academy of Sciences Zone 3 SCI, the only communication).
[14]Yang Le,Shao Peng*. Research on the Construction and Visualization of a Three-dimensional Model of Rice Root Growth[J]. Applied Engineering in Agriculture, 2020,36(6):847-857.(Chinese Academy of Sciences Zone 4 SCI, the only communication).
[15]Le Yang, Jun Peng andPeng Shao*. Modeling and Visualization of Rice Roots Based on Morphological Parameters [J]. IEEE Access, 2020, 8:23407-23416. (Chinese Academy of Sciences Zone 3 SCI, the only communication).
[16]Peng Shao, Le Yang, Xing Li. Finite impulse response low-pass digital filter based on particle swarm optimisation for image denoising[J]. International Journal of Wireless and Mobile Computing, 2021, 20(1):41-47. (EI Source Journal).
[17]SHAO Peng, Wu Zhijian*, ZHOU Xuanyu, DENG Changshou. Improved particle swarm optimization based on refractive principle inverse learning model[J].Acta Electronica Sinica, 2015, 43(11): 2137-2144.(EI Source Journal).
[18]SHAO Peng, WU Zhijian*, ZHOU Xuanyu. Optimization of Linear Phase Low-pass FIR Filter Based on Particle Swarm Optimization Algorithm Based on Inverse Learning[J]. JOURNAL OF JILIN UNIVERSITY (ENGINEERING SCIENCE), 2015, 45(3): 907-912. (EI Source Journal).
[19]YE Chen(Student),SHAO Peng*,ZHANG Shaoping,et al. Enhanced Artificial Gorilla Algorithm for Path Planning of Mobile Robots[J].Journal of System Simulation,2024:1-11[First Published]. (CSCD Core, Single Communication).
[20]SHAO Peng, WU Zhijian*. A particle swarm optimization algorithm with sine function factor[J].Journal of Chinese Computer Systems, 2015, 36(1): 156-161(CSCD Extension).
[21]SHAO Peng, WU Zhijian*. Research on Rosenbrock Function Optimization Problem Based on Improved PSO Algorithm[J]. Computer Science, 2013, 40(9): 194-197 (CSCD Extension).
[22]LI Xing,ZHANG Shaoping,SHAOPeng*Enhanced Artificial Bee Colony Algorithm with Lévy Flight and Inverse Learning[J]. Science Technology and Engineering, 2021, 21(36): 15537-15545(Peking University core, the only communication).
[23]LI Guangquan,LIU Xinyu,WANG Longfei,SHAOPeng*. Black Tern Algorithm Based on Multiple Mechanisms to Optimize Spiral Flight Characteristics[J]. Science Technology and Engineering, 2023, 23(26): 11299-11308 (Peking University core, the only communication).
Conference Papers:
[1]Ye Chen , Wang Wentao, Zhang Shaoping,Shao Peng *. Optimizing 3D UAV Path Planning: A Multi-strategy Enhanced Beluga Whale Optimizer[C]. International Conference on Neural Information Processing (ICONIP 2023), 2023, 14448: 42-54. (CCF Class C Conference of China Computer Association , EI, the only communication).
[2]Ye Chen ,Shao Peng*, Zhang, Shaoping. Multi-level Segmentation of Chilli Images Driven by Walrus Optimization Algorithm with Two Strategies[C]. 20th International Conference on Intelligent Computing (ICIC 2024) ,2024,14862. (CCF Class C Conference of China Computer Association, EI, the only communication).
[3]Ye Chen, Zhang Shaoping,Shao Peng*. Multi-strategy Collaborative Artificial Gorilla Troops Optimizer for DNA Coding Design. 20th International Conference on Intelligent Computing (ICIC 2024),2024,14882:267-277. (CCF Class C Conference of China Computer Association, EI, the only communication).
[4]Peng Shao, Zhijian Wu*, Xuanyu Zhou, Xinyu Zhou, Zelin Wang, Dang Cong Tran. A numerical optimization algorithm based on bacterial reproduction[C]. International Conference on Neural Information Processing (ICONIP 2015),2015:654-661. (CCF Class C Conference of China Computer Association, EI).
[5]Peng Shao，Zhijian Wu*，Hu Peng，Yinglong Wang，Guangquan Li. An Adaptive Particle Swarm Optimization Using Hybrid Strategy[C]. International Symposium on Intelligence Computation and Applications, Guangzhou, 2017. (EI)
[6]Liu Xinyu, MaYuxin,Shao Peng*. Multi-mission UAV Trajectory Planning in Smart Agriculture with Polarization Learning Model-Driven by Harris Hawks Optimizer. In: Intelligent Networked Things(CINT 2024), 2024, 2139: 179-187. (EI, the only communication).
[7]Yuxin Ma, Xinyu Liu,Peng Shao*. A Multi-Strategy Improved Butterfly Optimization Algorithm[C]. 2023 International Conference on New Trends in Computational Intelligence (NTCI 2023), 2023:324-328）
[8]Ye Chen,Shao Peng*, Zhang Shaoping. Modified Carnivorous Plant Algorithm Based on Lévy Flight for Optimizing the BP Model. In: Intelligence Computation and Applications (ISICA 2023). Communications in Computer and Information Science, 2023,2146:395-408. (EI, the only communication).
[9]Chen Ye,Peng Shao*, Shaoping Zhang, Tengming Zhou. Novel Augmented Tuna Swarm Optimization Algorithm for Mobile Robot Path Planning In: Intelligent Networked Things(CINT 2024), 2024, 2139:222-231. (EI, One Communication).
[10]Yu Zijing,Shao Peng*, Zhang Shaoping. Enhanced Dingo Optimization Algorithm Based on Differential Evolution and Chaotic Mapping for Engineering Optimization. In: Advances in Swarm Intelligence, Lecture Notes in Computer Science(ICSI 2024), 2024,14788:223-234. (EI, the only communication).
[11]Li Wenting, Yang Jun,Shao Peng*. Circle Chaotic Search-Based Butterfly Optimization Algorithm. In: Advances in Swarm Intelligence, Lecture Notes in Computer Science(ICSI 2024), 2024,14788:122-132. (EI, the only communication).
Research projects presided over or participated in:
[1]Research on the New Distribution Mode of Rural Fresh Agricultural Products under the Background of Rural Revitalization Strategy, Jiangxi Provincial University Humanities and Social Sciences Youth Project, No. GL22232, under research, Principal Investigator
[2]Research on Key Issues of Green Distribution of Agricultural Products under the Background of Rural Revitalization Strategy, Jiangxi Provincial Social Science General Project, No. 21GL12, under research, Principal Investigator
[3]Research on Feature Selection and Classification Methods for Multi-labeled Data, National Natural Science Foundation of China, No. 62366019, under research, participant
[4]Research on Estimation of Smoke Concentration in Image Forest Fire Based on Bayesian Posterior Inference Depth Semantic Segmentation, National Natural Science Foundation of China, No. 62062038, Participant
[5]Research on the detection method of copy number variation of circulating cell-free DNA and tumor traceability, National Natural Science Foundation of China, No. 62163018, under research, participant
[6]Model-based 3D Visualization Simulation of Rice Root Growth, Natural Science Foundation of Jiangxi Province, No. 20202BABL202034
[7]Research on Artificial Bee Colony Algorithm for Digital Signal Filtering Model Optimization of Intelligent Sensors, Science and Technology Research Project of Jiangxi Provincial Department of Education, No. GJJ200425, completed, Principal Investigator
[8]Research on Precise Service and Realization Mechanism of Library under the Background of Rural Revitalization Strategy, Humanities and Social Sciences Planning Fund of the Ministry of Education, No. 20YJA870010, participant
[9]Design of Digital Filter Based on PSO Algorithm and Processing of Agricultural Video Images, Science and Technology Research Project of Jiangxi Provincial Department of Education, No.: GJJ160409, Completed, Principal Investigator
Academic Affiliations:
[1]December 2023: Deputy Secretary-General of the Intelligent Computing Professional Committee of Jiangxi Computer Federation
Honors & Awards:
[1]In 2023, he will be rated as an "advanced worker" of Jiangxi Agricultural University
Contact us
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