气候变化领域集成服务门户(CCPortal): Optimization-based decision-making models for disaster recovery and reconstruction planning of transportation networks

CCPortal

DOI	10.1007/s11069-020-04192-5
	Optimization-based decision-making models for disaster recovery and reconstruction planning of transportation networks
	Zamanifar M.; Hartmann T.
发表日期	2020
ISSN	0921030X
卷号	104 期号:1
英文摘要	The purpose of this study is to analyze optimization-based decision-making models for the problem of Disaster Recovery Planning of Transportation Networks (DRPTN). In the past three decades, seminal optimization problems have been structured and solved for the critical and sensitive problem of DRPTN. The extent of our knowledge on the practicality of the methods and performance of results is however limited. To evaluate the applicability of those context-sensitive models in real-world situations, there is a need to examine the conceptual and technical structure behind the existing body of work. To this end, this paper performs a systematic search targeting DRPTN publications. Thereafter, we review the identified literature based on the four phases of the optimization-based decision-making modeling process as problem definition, problem formulation, problem-solving, and model validation. Then, through content analysis and descriptive statistics, we investigate the methodology of studies within each of these phases. Eventually, we detect and discuss four research improvement areas as [1] developing conceptual or systematic decision support in the selection of decision attributes and problem structuring, [2] integrating recovery problems with traffic management models, [3] avoiding uncertainty due to the type of solving algorithms, and [4] reducing subjectivity in the validation process of disaster recovery models. Finally, we provide suggestions as well as possible directions for future research. © 2020, The Author(s).
关键词	Disaster Optimization Reconstruction Recovery Transportation network
英文关键词	decision making; decision support system; disaster management; knowledge; optimization; performance assessment; transportation planning
语种	英语
来源期刊	Natural Hazards
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/206036
作者单位	Department of Civil Systems, Technische Universität Berlin, Gustav-Meyer-Allee 25, Berlin, 13355, Germany
推荐引用方式 GB/T 7714	Zamanifar M.,Hartmann T.. Optimization-based decision-making models for disaster recovery and reconstruction planning of transportation networks[J],2020,104(1).
APA	Zamanifar M.,&Hartmann T..(2020).Optimization-based decision-making models for disaster recovery and reconstruction planning of transportation networks.Natural Hazards,104(1).
MLA	Zamanifar M.,et al."Optimization-based decision-making models for disaster recovery and reconstruction planning of transportation networks".Natural Hazards 104.1(2020).