Urban Development Scenario Simulation and Model Research Based on System Dynamics from the Perspective of Effect and Efficiency

Systems Pub Date : 2024-07-19 DOI:10.3390/systems12070259
Liu Yang, Yuchen Ma, Kailun Lou
{"title":"Urban Development Scenario Simulation and Model Research Based on System Dynamics from the Perspective of Effect and Efficiency","authors":"Liu Yang, Yuchen Ma, Kailun Lou","doi":"10.3390/systems12070259","DOIUrl":null,"url":null,"abstract":"The accurate handling of the relationships between economy, society, and environment in urban development is an important vision and goal of urban construction. Taking Xi’an as an example, this study established an urban development system dynamics model, including three subsystems (economy, society, and environment), to propose eight different development plans, and data from 2021 to 2025 were simulated in each plan. Finally, based on the simulation data, the entropy weight method and the Epsilon-based measure (EBM) model in data envelopment analysis (DEA) were used to measure the effect and efficiency of development in the city, respectively. The results showed that, in terms of effect, the comprehensive development plan (P8) had the highest score, which was 66.88% higher than the original plan. The plan scores of the double subsystem upgrading plans were higher than those of the single subsystem upgrading plans, indicating that comprehensive development can promote the coordination between subsystems and improve the development level. In terms of efficiency, the environmental (P4), economic–social (P5), economic–environmental (P6), social–environmental (P7), and comprehensive development (P8) plans were all effective according to DEA in each year, with P8 having the highest efficiency score, 1.1129. Therefore, considering the effect and efficiency comprehensively, P8 was considered the optimal plan. This study provides a method for exploring the relationship between variables in the process of urban development and is of great significance for defining an optimal plan.","PeriodicalId":507784,"journal":{"name":"Systems","volume":"107 23","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/systems12070259","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The accurate handling of the relationships between economy, society, and environment in urban development is an important vision and goal of urban construction. Taking Xi’an as an example, this study established an urban development system dynamics model, including three subsystems (economy, society, and environment), to propose eight different development plans, and data from 2021 to 2025 were simulated in each plan. Finally, based on the simulation data, the entropy weight method and the Epsilon-based measure (EBM) model in data envelopment analysis (DEA) were used to measure the effect and efficiency of development in the city, respectively. The results showed that, in terms of effect, the comprehensive development plan (P8) had the highest score, which was 66.88% higher than the original plan. The plan scores of the double subsystem upgrading plans were higher than those of the single subsystem upgrading plans, indicating that comprehensive development can promote the coordination between subsystems and improve the development level. In terms of efficiency, the environmental (P4), economic–social (P5), economic–environmental (P6), social–environmental (P7), and comprehensive development (P8) plans were all effective according to DEA in each year, with P8 having the highest efficiency score, 1.1129. Therefore, considering the effect and efficiency comprehensively, P8 was considered the optimal plan. This study provides a method for exploring the relationship between variables in the process of urban development and is of great significance for defining an optimal plan.
从效果和效率角度看基于系统动力学的城市发展情景模拟和模型研究
准确处理城市发展中经济、社会、环境之间的关系是城市建设的重要愿景和目标。本研究以西安市为例,建立了包括经济、社会、环境三个子系统在内的城市发展系统动力学模型,提出了八个不同的发展规划,并对每个规划中 2021 年至 2025 年的数据进行了模拟。最后,根据模拟数据,分别采用数据包络分析(DEA)中的熵权法和基于 Epsilon 的度量(EBM)模型来衡量城市发展的效果和效率。结果表明,在效果方面,综合发展规划(P8)得分最高,比原规划高出 66.88%。双子系统提升计划的计划得分均高于单子系统提升计划,说明综合发展能够促进各子系统之间的协调,提高发展水平。从效率来看,根据 DEA 计算,环境(P4)、经济-社会(P5)、经济-环境(P6)、社会-环 境(P7)和综合发展(P8)计划在各年度均有效,其中 P8 的效率得分最高,为 1.1129。因此,综合考虑效果和效率,P8 被认为是最优计划。本研究为探索城市发展过程中各变量之间的关系提供了一种方法,对确定最优规划具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信