基于知识图谱的运筹学发展现状及趋势研究

doi:10.12005/orms.2019.0024

运筹与管理 ›› 2019, Vol. 28 ›› Issue (1): 194-199.DOI: 10.12005/orms.2019.0024

• 综述 • 上一篇

基于知识图谱的运筹学发展现状及趋势研究

陈江涛, 吕建秋

华南农业大学数学与信息学院,广东广州 510642

收稿日期:2016-12-06 出版日期:2019-01-25
作者简介:陈江涛(1991-)男,湖北天门人,硕士研究生,研究方向:管理科学与工程、知识图谱;吕建秋(1964-)男,湖南娄底人,研究员,硕士,研究方向:管理科学与工程、创新方法。
基金资助:
科技部创新方法专项(2014B040402003)

Research on the Present Situation and Tendency of Operational Research Based on Knowledge Map

CHEN Jiang-tao, LV Jian-qiu

College of Mathematics and Information, South China Agricultural University, Guangzhou 510642, China

Received:2016-12-06 Online:2019-01-25

摘要/Abstract

摘要： 借助于Citespace软件对web of science上2006年到2015年之间以运筹学为主题的3166篇学术论文进行分析,梳理了运筹学这十年间的发展脉络、重要文献、研究热点和前沿等。研究发现,目前美国在运筹学研究领域依然遥遥领先,英国、中国等也取得了较为丰硕的成果。近十年对运筹学发展有较大影响的成果主要有Stahlbock R在2008对运筹学在港口的作业组织和控制,码头运作计划和调度应用的总结;19世纪70年代和80年代由Charnes A和Cooper W W以及 Rhodes E开创的CCR和BCC模型;1979年由Garey M R总结的具有三百个具有NP完全性的问题;由Goldberg D E在1989年对于遗传算法的论著等。研究热点领域主要集中在集装箱码头调度运输方面的研究。研究前沿主要集中在管理科学、战略制定、遗传算法、人员排班、数据包络分析等问题。

关键词: 知识图谱, Citespace, 运筹学

Abstract: At present, operations research has been used in various fields widely. In order to understand the development of operations research, this paper analyzes 3166 academic papers on the web of science from 2006 to 2015 based on Citespace. It investigates the development, important literatures, research hotspots and frontiers of operational research in this decade. This study finds that the United States is still far ahead in the field of operations research, and the United Kingdom and China also produce fruitful results. The mainly influential results of the last decade on the development of operational research are the summary of the application on operational organization in the harbor and control, terminal operation planning and scheduling by Stahlbock R in 2008; the model of CCR and BBC created by Charnes A and Cooper W W and Rhodes E in 1870s and 1880s; the three hundred NP-complete problem summed up by Garey M R in 1979; the study in genetic algorithms by Goldberg D E in 1989 and so on. The research hotspots focus on the container terminal dispatching and transportation. Research frontiers mainly focus on management science, strategy formulation, genetic algorithm, personnel scheduling, data envelopment analysis and so on.

Key words: knowledge map, citespace, operational research

中图分类号:

陈江涛, 吕建秋. 基于知识图谱的运筹学发展现状及趋势研究[J]. 运筹与管理, 2019, 28(1): 194-199.

CHEN Jiang-tao, LV Jian-qiu. Research on the Present Situation and Tendency of Operational Research Based on Knowledge Map[J]. Operations Research and Management Science, 2019, 28(1): 194-199.

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基于知识图谱的运筹学发展现状及趋势研究

Research on the Present Situation and Tendency of Operational Research Based on Knowledge Map

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