报告人: Dr. Bo Zeng 报告时间:2016年7月5日(周二)上午9:00-11:00 报告地点:信息学馆301 报告题目:Algorithm Development for Bilevel Mixed IntegerConvex Programs 报告邀请人:系统工程研究所 刘士新 教授 |
报告简介:
Although they are widely used as decision support toolsin power systems, transportation systems or security applications,bilevel mixed integer programs (BMIPs) have been known ascomputationally unsolved for a very long time. In this talk, we firstreview existing research on this topic and analyze the fundamentalchallenges. Then, we present a reformulation and decompositionstrategy, along with its theoretical properties, to handle thecomplicated structure of BMIP. Finally, numerical results onpractical and simulated instances, including those of nonlinear BMIPmodels, are provided to demonstrate the computational advantages overexisting methods.
主讲人简介:
Dr. Bo Zeng received the Ph.D. degree of Operations Research from the Department of Industrial Engineering at Purdue University, West Lafayette, IN, USA. He currently is an Assistant Professor with the Department of Industrial Engineering, University of Pittsburgh, Pittsburgh, PA, USA. His research interests include polyhedral study and algorithms for stochastic, robust and multilevel mixed integer programs, with applications in power, logistics and cyber-physical systems.