工业工程与管理系

郭钊侠
【个人简介】:
郭钊侠,香港理工大学博士。现任四川大学商学院教授、工业工程与管理系系主任,入选四川省学术和技术带头人。曾在多家企业负责IE/IS与大数据相关工作,曾任美国威斯康星大学麦迪逊分校荣誉研究员、澳大利亚迪肯大学高级研究学者。主要从事可持续发展、物流与供应链管理、大数据与人工智能算法等相关交叉领域的研究。曾主持国家自然科学基金项目4项,以及教育部人文社科、四川省重点研发、企事业合作研究等项目20余项。已出版英文著作3部,主编教材1部,发表学术论文百余篇。成果曾被央视等媒体报道以及联合国等国际组织报告引用与采纳,获得2024年“数据要素×”大赛(城市治理赛道)全国总决赛三等奖、细胞出版社2023中国年度论文、2017年度四川省科技进步奖二等奖(排名第1)等国内外研究奖项。曾获得四川大学先进个人、四川大学教学成果奖一等奖、课堂质量优秀奖、优秀实习指导教师等校级荣誉10余项。
近年来代表性成果(本人均为第1或通讯作者,#本人指导学生):
[1] Yang, J.#, Gao, L., Guo, Z., Dong, Y., Moallemi, E., Eker, S., Liu, Q., Chi, Z., Liu, F., Obersteiner, M., Bryan, B., Integrative Sustainable Development Goal policy portfolios to accelerate global progress towards a more sustainable future: A modelling study, The Lancet Planetary Health, 2025, In press.
[2] Liu, Q.#, Gao, L., Guo, Z., Dong, Y., Moallemi, E., Eker, S., Yang, J., Obersteiner, M., Bryan, B, Robust strategies to end global poverty and reduce environmental pressures, One Earth, 2023, 6(4): 392-408.(Lead Author,细胞出版社2023中国年度论文)
[3] Guo, Z., Wallace, S., Kaut, M. (2019), Vehicle routing with space- and time correlated stochastic travel times: Evaluating the objective function. INFORMS Journal on Computing, 2019, 31(4): 654-670.
[4] Li, K., Gao, L., Guo, Z., Dong, Y., Moallemi, E., Kou, G., Chen, M., Lin, W., Liu, Q., Obersteiner, M., Pedercini, M., and Bryan, B., Safeguarding China's long-term sustainability against systemic disruptors, Nature Communications, 2024, 15:5338.
[5] Chen, M., Gao, L., Guo, Z., Dong, Y., Moallemi, E., Xu, Y., Ke, L., Lin, W., Yang, J., Xu, W., Pedercini, M., and Bryan, B., A cost-effective climate mitigation pathway for China with co-benefits for sustainability, Nature Communications, 2024, 15:9489.
[6] Guo, F.#, Zhang, D., Dong, Y., Guo, Z. (2019), Urban link travel speed dataset from a megacity road network, Scientific Data, 6: 61.
[7] Zhang, D.#, Guo, Z., Optimal order-k routing policy for adaptive routing in real road networks, Transportation Research Part C: Emerging Technologies, 2023, 157: 104392.
[8] Guo, F.#, Wei, Q., Wang, M., Guo, Z., Wallace, S., Deep attention models with dimension-reduction and gate mechanisms for solving practical time-dependent vehicle routing problems, Transportation Research Part E: Logistics and Transportation Review, 2023, 173: 103095.
[9] Lin, W., Gao, L., Guo, Z., Dong, Y., Xu, Y., Moallemi, E., Kou, G., Chen, M., Li, K., Xu, W., Marcos-Martinez, R., and Bryan, B., Optimized deployment of BECCS in China for carbon neutrality, cost efficiency, and health benefits, Science Bulletin, 2025, 70: 2400–2403.
[10] 郭钊侠,智能算法:原理与应用,科学出版社,2024年6月。
【主讲课程】
工业工程导论(本科)、人工智能算法(本科)、计算智能(研究生)
【研究领域】
复杂系统建模与管理(主要关注:可持续发展、城市物流)、大数据与人工智能算法
【招生说明】
To learn and to apply, for the benefit of mankind.
欢迎立志从事高质量理论或应用研究的学生报考本人硕、博士研究生。欢迎博士毕业生合作开展博士后研究。
For a complete list of my publications, please visit https://www.researchgate.net/profile/zhaoxia-guo-5