面向生产运作管理优化的数学规划算法研究  

Review on Mathematical Programming Algorithms for Production and Operations Management Optimization

作　　者：吴靓雯 镇璐[1] Wu Jingwen;Zhen Lu(School of Management,Shanghai University,Shanghai 200444,China)

机构地区：[1]上海大学管理学院,上海200444

出　　处：《中国管理科学》2025年第1期345-355,共11页Chinese Journal of Management Science

基　　金：国家杰出青年科学基金项目(72025103);国家自然科学基金重大项目(72394360,72394362);国家自然科学基金国际合作项目(72361137001);上海市“科技创新行动计划”基础研究项目(23JC1402200)。

摘　　要：构建与新质生产力发展相适应的新型生产运作管理模式正成为趋势。面对系统复杂、可持续性、技术更新等多重挑战,数学规划算法在生产运作管理优化中的作用显得尤为重要。本文聚焦于近五年内数学规划算法在生产运作管理优化领域的最新研究动态,从作业调度与生产计划优化、生产系统与产能规划优化、生产设施布局与选址优化、生产系统中库存管理优化以及面向生产系统的供应链优化五个方面对相关文献进行了总结与分析。本文进一步提出了未来研究方向,包括数据驱动的生产运作管理研究、数智技术使能下的生产优化研究、面向生产运营的端到端优化算法研究以及基于中国实践的生产管理新方法研究。Developing new production operations management models that align with the evolution of new productive forces is becoming a prevailing trend.Facing multiple challenges such as system complexity,sustain-ability,and technological updates,mathematical programming algorithms play an especially important role in production and operations management optimization.It focuses on the latest research trends in the field of mathematical programming algorithms in production and operations management optimization in the past five years in this study,summarizing and analyzing relevant literature from five aspects:job scheduling and produc-tion planning optimization,production system and capacity planning optimization,production facility layout and location optimization,inventory management optimization in production systems,and supply chain optimization for production systems.Future research directions are proposed,including data-driven production and opera-tions management research,production optimization research enabled by digital intelligence technology,end-to-end optimization algorithm research for production operations,and new methods of production management based on Chinese practices.It aims to provide researchers and practitioners in the field with valuable references and insights in this study,thereby contributing to the advancement of production and operations management optimization.

关 键 词：生产运作管理 决策优化 数学规划模型 优化算法 

分 类 号：F273[经济管理—企业管理]