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Dr. Raymond Chiong,The University of Newcastle, Australia:Agent-based modelling, machine learning, and optimization: Industry and service related applications
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发布日期:2018-01-16 点击数:

喻园管理论坛2018年第6期(总第350期)

演讲主题: Agent-based modelling, machine learning, and optimization: Industry and service related applications

主讲人: Dr. Raymond Chiong, Senior Lecturer, The University of Newcastle, Australia

Abstract: In this talk, I will discuss about my main research areas on the use of agent-based modelling, machine learning, and optimization methods for industry and service related applications. Specifically, I will show how we use agent-based modelling to study interactions in product sharing, how machine learning and clustering models can be used for anomaly detection in the mining industry, and how meta-heuristic optimization algorithms can be used in the service industry. I will also talk about research activities carried out by my PhD students and ongoing projects I have with my international collaborators.

主持人:鲍玉昆教授

活动时间: 2018年1月18日(周四)上午10:30-12:00

活动地点:管理大楼119教室

主讲人简介:

Dr. Raymond Chiongis currently a senior lecturer at Faculty of Science & Information Technology, The University of Newcastle, Australia. His research interests are computational intelligence and its applications in logistics, energy and ect., evolutionary computation and optimization, business intelligence and data mining. He has published 100+ papers in international journals and conferences, and some of them appeared in IEEE Transactions on Evolutionary Computation, Information Science, Energy, Applied Soft Computing, Neurocomputing, Electronic Commerce Research and Applications, Engineering Applications of Artificial Intelligence, European Journal of Operational Research, International Journal of Production Economics and so forth. He is a senior member of IEEE and has been serving as Editor of Engineering Applications of Artificial Intelligence (Elsevier), Associate Editor of IEEE Computational Intelligence Magazine (IEEE), and served as guest editor for European Journal of Operational Research and International Journal of Production Economics. He has been the Co-PC Chair of IEEE Symposium on Computational Intelligence in Production and Logistics Systems (CIPLS 2014, 2013, 2011).

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