梁湧

梁湧，男，畢業於加州大學伯克利分校，博士，清華大學經濟管理學院副教授。

基本介紹

• 中文名：梁湧
• 學位/學歷：博士
• 職業：教師
• 專業方向：動態規劃，隨機最佳化，魯棒最佳化理論以及在運營管理中的套用
• 任職院校：清華大學經濟管理學院
• 教學職稱：副教授 

個人經歷

梁湧，清華大學經濟管理學院管理科學與工程系副教授，於2005年獲得清華大學學士學位，2008年獲得普渡大學碩士學位，2013獲得加州大學伯克利分校工業工程及運籌學博士學位。加入清華大學之前，他在山景城谷歌公司任職並領導對數據中心相關最佳化問題的研究。

教育經歷

2005 本科，清華大學工程物理系

2008 碩士，普渡大學核工程系

2013 博士，加州大學伯克利分校工業工程與運籌學系

工作經歷

2013-2014 Google Inc. Quantitative Analyst

2014-2018 清華大學經濟管理學院 助理教授

2018- 清華大學經濟管理學院 副教授

研究領域

• Data-Driven Decision Analytics
• Supply Chain Management: Disruption Management and Integrated Design in Supply Chain
• Mechanism/Contract Design
• Fusion of Learning Algorithms and Operations Research

主講課程

清華大學：

1. 本科課程：運作管理

2. 博士課程：高級運籌學

3. MBA: 數據，模型與決策

加州大學伯克利分校：

1. 本科課程：Service Operations Design and Analysis

研究方向

1. 動態規劃，隨機最佳化，魯棒最佳化理論以及在運營管理中的套用

2. 能源經濟，能源市場，智慧型電網用戶端最優控制

3. 供應鏈管理

學術成果

2016-2018 國家自然科學基金青年基金，電網中動態電價下需求方用電管理，主持

2018-2020 清華大學自主科研基金，主持

2019-2022 國家自然科學基金面上項目，主持

Journal Publication:

1. Reliable Hub Location Air Transportation Network Design under Random Disruptions (with Hao Shen and Max Shen), 2019,Manufacturing and Service Operations Management, accepted
2. Demand Side Energy Management under Time-Varying Pricing(with Tianhu Deng and Max Shen),IISE Transactions51.4 (2019): 422-436.
3. Reliable Flexibility Design of Supply Chains via Extended Graph Expanders(with Hao Shen, Chung-Piaw Teo and Max Shen),Production and Operations Management28.3 (2019): 700-720.
4. A Dynamic Programming Approach to Power Consumption Minimization in Gubbarrel Natural Gas Networks with Non-identical Compressor Unites (with T. Deng, S. Zhang, J. Ren, and S. Zheng),INFORMS Journal on Computing31.3 (2019): 593-611.
5. Joint Planning of Energy Storage and Transmission for Wind Energy Generation (with W. Qi, and Z-J M. Shen).Operations Research63.6 (2015): 1280-1293.
6. A harmony search-based memetic optimization model for integrated production and transportation scheduling in MTO manufacturing (with Z. Guo, L. Shi, and L. Chen).Omega, 2015.
7. Stochastic Control for Smart Grid Users with Flexible Demand (with L. He,Z-J M. Shen,and X. Cao).IEEE Trans. on Smart Grid,4(4), 2013.
8. A harmony search-based memetic optimization model for integrated production and transportation scheduling in MTO manufacturing (with Z. Guo, L. Shi, and L. Chen).Omega66 (2017): 327-343.
9. Stochastic Control for Smart Grid Users with Flexible Demand (with L. He,Z-J M. Shen,and X. Cao).IEEE Trans. on Smart Grid,4(4), 2013.
10. Thermostats forSmartGrid: Models, Benchmarks and Insights (withZ-J M. Shen,and D. Levine).theEnergy Journal, 33(4), 2012
11. Efficient Resource Allocation Contracts to Reduce Adverse Events (with Peng Sun, Runyu Tang, Chong Zhang), Operations Research, accepted 2022.
12. Offline-Channel Planning in Omnichannel Retailing (with Jian Chen, Hao Shen, Max Shen, and Mengying Xue), Manufacturing & Service Operations Management, accepted, 2021, (winner prize, originally titled "An Analytics Approach to Integrated Location, Inventory and Assorment Planning in Omni-Channel Retail", POMS-JD.com data-driven paper competition, 2019 POMS annual Conference, 2019)
13. Data Center Network Design for Internet-Related Services and Cloud Computing (with Mengshi Lu, Max Shen, and Runyu Tang), 2020, Production and Operations Management, accepted.

Selected working papers:

1.Data Center Network Design for Internet-Related Services and Cloud Computing(with Mengshi Lu, Max Shen, and Runyu Tang), under major revision atProduction and Operations Management, 2019.

2. An FPTAS for the Omni-Channel Assortment Planning (with Yunzong Xu), in preparation, 2019

3. An Analytics Approach to Integrated Location, Inventory and Assorment Planning in Omni-Channel Retail (with Jian Chen, Hao Shen, and Max Shen), winner of the POMS-JD.com data-driven paper competition,2019 POMS annual Conference, in preparation, 2019