Guangquan Zhang
Professor
Centre for Artificial Intelligence
University of Technology Sydney
Australia
Biography
Guangquan Zhang received the Ph.D. degree in applied mathematics from Curtin University, Australia. He is currently an Associate Professor in the Faculty of Engineering and Information Technology at the University of Technology Sydney, Sydney, Australia. From 1993 to 1997, he was a full Professor in the Department of Mathematics, Hebei University, China. His main research interests lie in the area of multi-objective, bilevel, and group decision making under uncertainty and fuzzy logic, fuzzy measure, fuzzy optimization and fuzzy machine learning. He has published five monographs, five reference books, and over 300 papers including more than 160 refereed journal articles. Dr. Zhang has won six Australian Research Council (ARC) Discovery Project grants and many other research grants. He has served as a Guest Editor for five special issues of international journals. He has also been invited to serve on the Editorial Boards and Executive Advisory Boards in a number of International Journals.
Research Interest
Fuzzy measure, Fuzzy optimization, Fuzzy information processing, Decision support systems, Group decision-making, Statistical inference
Publications
-
Behbood V, Lu J, Zhang G. Adaptive inference-based learning and rule generation algorithms in fuzzy neural network for failure prediction. InIntelligent Systems and Knowledge Engineering (ISKE), 2010 International Conference on 2010 Nov 15 (pp. 33-38). IEEE.
-
Purba JH, Lu J, Zhang G, Pedrycz W. A fuzzy reliability assessment of basic events of fault trees through qualitative data processing. Fuzzy Sets and Systems. 2014 May 16;243:50-69.
-
Jiang J, Lu J, Zhang G, Long G. Optimal cloud resource auto-scaling for web applications. InCluster, Cloud and Grid Computing (CCGrid), 2013 13th IEEE/ACM International Symposium on 2013 May 13 (pp. 58-65). IEEE.
