报告题目:博弈论、数据分析与灾害管理
报告时间:2023年7月7日(周五) 9:30-11:00
会议地点:九里校区1243会议室
主讲人:主讲人:庄峻(纽约州立大学布法罗分校工业与系统工程系的莫顿·C·弗兰克讲席教授)
报告简介:
社会正面临日益严峻的挑战:由人为和自然灾害造成的财产损失和伤亡人数不断攀升。在这个复杂的背景下,许多独立的决策者和利益相关者发挥作用,包括联邦和地方政府、私营和非营利部门、个人以及适应性敌人。在这项研究中,我们将探讨应用博弈理论框架来增强灾害管理的可能性。此外,我们还将介绍最近针对社交媒体虚假信息管理、火灾管理、供应链韧性和国土安全等关键领域的研究成果。
Society is grappling with an increasingly significant challenge: a mounting toll of property damage and casualties resulting from both man-made and natural disasters. In this complex landscape, numerous independent decision makers and stakeholders come into play, including federal and local governments, the private and non-profit sectors, private citizens, as well as adaptive adversaries. In this research, we will explore the application of a game-theoretical framework to enhance disaster management. Furthermore, we will introduce recent research addressing vital areas such as social media misinformation management, fire management, supply chain resilience, and homeland security.
主讲人简介:
庄峻博士是纽约州立大学布法罗分校工业与系统工程系的莫顿·C·弗兰克讲席教授,并担任研究生主任和决策、风险与数据实验室主任。庄博士于2008年从威斯康星大学麦迪逊分校获得工业工程博士学位。他的主要研究目标是整合运筹学、大数据分析、博弈论和决策分析,以增强自然灾害和人为灾害的缓解、准备、响应和恢复能力。此外,他还探索其他领域,如医疗保健、体育、交通、供应链管理、可持续发展和建筑。庄博士主持了30多项科研项目,资助机构包括美国国家科学基金会、美国国土安全部、美国能源部、美国空军科学研究办公室和国家防火协会等。庄博士已发表了140多篇国际期刊文章,并获得了多项研究、教学和服务方面的奖项。
Dr. Jun Zhuang is the Morton C. Frank Professor and serves as the Director of Graduate Studies and the Director of the Decision, Risk & Data Laboratory in the Department of Industrial and Systems Engineering at the University at Buffalo. Dr. Zhuang obtained his Ph.D. in Industrial Engineering from the University of Wisconsin-Madison in 2008. His primary research objective is to integrate operations research, big data analytics, game theory, and decision analysis to enhance mitigation, preparedness, response, and recovery in the face of natural and man-made disasters. Additionally, he explores other domains such as healthcare, sports, transportation, supply chain management, sustainability, and architecture. Dr. Zhuang has acted as a principal investigator for more than 30 research grants funded by various organizations, including the U.S. National Science Foundation, the U.S. Department of Homeland Security, the U.S. Department of Energy, the U.S. Air Force Office of Scientific Research, and the National Fire Protection Association. Dr. Zhuang has published 140+ peer-reviewed journal articles and received numerous awards on research, teaching, and services.