Yanghui Wu

　　 　　

Yanghui Wu

Address: College of Sciences, Northwest A&F university, YangLing, China, 712100

Phone: 86-29-87092400

Email: sxxawyh08@nwsuaf.edu.cn

Positions Held:

· Professor of Mathematics, College of Sciences, Northwest A&F University

· Associate Dean of College of Sciences, Northwest A&F University

Education Background

· Jan.2009-Aug.2012, was a PhD student in school of computing, Robert Gordon University, Aberdeen, Scotland. Research project is Bayesian network structure learning from data, and has been awarded the degree of Doctor of Philosophy.

· 2000-2004, was a postgraduate student in applied mathematics department, Northwest Agricultural and Forest (A&F) University, YangLing, China, and finished with a MSc. degree in Applied mathematics.

· 1990-1994, studied basic mathematics as a major during my undergraduate studies in Mathematics Department of Northwest University, Xi’an, China.

Research Interests

· My research focus on using naturally-inspired metaheuristics (Evolutionary Algorithms, Ant Colony Optimization) on solving real-world optimization problems. When I was a PhD research student, I worked on using ACO for Probabilistic Modelling (Bayesian Network structure learning). Earlier in my career, I worked on applying Markov Network EDA to search for optimal dosing regimens for the bio-control of sciarid fly infestation in mushroom farming. I also studied using Genetic Algorithm on pipe network optimization in agriculture during my Master degree research.

· Currently, I am working on mathematical analysis and data mining to rural finance in western China. This is a primary experimental study for rural financial mortgage policy.  

Work Experience

· Nov.2006-Nov.2007, as a part of the computational intelligence group in the school of computing, Robert Gordon University, Aberdeen, Scotland. Project is using evolutionary algorithms (Markov Network EDA) to search for optimal dosing regimes for the bio-control of sciarid fly infestation in mushroom farming.

· 1999-2006, lectured in applied mathematics department, Northwest A&F University, China. Teaching subjects are Ordinary Differential Equation(s), Probability Theorem and Applied Mathematical Statistics. Research fields are mathematical model, data analysis and evolutionary algorithms in optimization.

· 1994-1999, worked as an Assistant Lecturer in the Department of Applied Mathematics, Northwest Agricultural University, YangLing, China.

Awards

· Overseas research funding from China Scholarship Council, 2006-2007.

· Scottish Informatics and Computer Science Alliance (SICSA) studentship for three years PhD research in Robert Gordon University, 2009-2012.

Publications

1. Jing Yang, Yingpeng Hu, Kaixi Zhang, Yanghui Wu*，An improved evolution algorithm using population competition genetic algorithm and self-correction BP neural network based on fitness landscape, SOFT COMPUTING. https://doi.org/10.1007/s00500-020-05250-7, 2020.

2. Zheng, Huan; Wu,Yanghui*, A XGBoost Model with Weather Similarity Analysis and Feature Engineering for Short-Term Wind Power Forecasting，APPLIED SCIENCES-BASEL，DOI: 10.3390/app9153019,2019.

3. Hu, Yingpeng; Zhang, Kaixi; Yang, Jing;Wu,Yanghui*, Application of Hierarchical Facility Location-Routing Problem with Optimization of an Underground Logistic System: A Case Study in China, MATHEMATICAL PROBLEMS IN ENGINEERING. DOI: 10.1155/2018/7235048,2018.

4. Li,Chen；Li, Guoyang; Wu, Yanghui*, Performance analysis with topological node ordering to Bayesian network structures learning problem, ICIC Express Letters, V10(8), p1801-1806,2016.

5. Yanghui Wu and Lifei Zheng, Analysis with Topological node Ordering on Bayesian Structure Model, ICIC Express Letters, V9(9), 2015.

6.  Yanghui Wu and Yaxiang Liu，Empirical Evaluation of Bee Colony Optimization for      Bayesian Network Structure Learning，Innovative Computing, Information and Control, 2014，Vol. 8 (12) : 3393-3399.

7. Yanghui WU, Yaxiang LIU, Qin YU, Jianchao LUO, Analysis with Bayesian Network Structure on Financial Data, Journal of computational information Systems, 2014 Vol. 10 (19) : 8405- 8412.

8. Yanghui Wu, John A. W. McCall, David W. Corne: Fitness Landscape Analysis of Bayesian Network Structure Learning. IEEE Congress on Evolutionary Computation 2011. 981 – 988, New Orleans, LA.

9. Yanghui Wu, John A. W. McCall, David W. Corne: Two Novel Ant Colony Optimization Approaches for Bayesian Network Structure Learning. IEEE Congress on Evolutionary Computation 2010: 1-7.

10. Yanghui Wu, John A. W. McCall, David Corne: Comparative Analysis of Search and Score Metaheuristics for Bayesian Network Structure Learning Using Node Juxtaposition Distributions. PPSN (1) 2010: 424-433.

11. Yanghui Wu, John McCall, Paul Godley, Alexander Brownlee and David Cairns. Bio-control in mushroom farming using a Markov Network EDA. In IEEE CEC 2008: Proceedings of the IEEE Congress On Evolutionary Computation, 2008. 2991 – 2996, HongKong.

12. Yanghui Wu, John McCall, Yingzhou Liu.  Estimation of Distribution Algorithm Applied to a Biological Dynamic Model. Journal of Jilin Agricultural University, 30(5), 2008.