Optimal Resource Allocation for Preparedness and Recovery of Interdependent Systems
نویسنده
چکیده
Disruptive events can have severe economic consequences, and input-output models can be used to measure how direct impacts propagate to other economic sectors. Investing in infrastructure and industry sectors can lessen those direct impacts, but it is often difficult to determine the level of resources that should be allocated to prepare for a disruption and how best to allocate resources in response to a disruption. We develop a model to help a decision maker allocate resources to prevent a disruption and to help individual industries recover if the disruption occurs. Resources allocated in advance of the disruption reduce the likelihood of the disruption, and resources allocated if the disruption occurs are divided among allocations to individual industries and allocations that help all industries recover simultaneously. The decision maker chooses these allocation amounts with the objective of minimizing the expected production losses from the disruption. The Deepwater Horizon oil spill, which adversely impacted several industries in the Gulf region in 2010, serves as a real-world case study for this decision model.
منابع مشابه
Interdependent Network Recovery Games.
Recovery of interdependent infrastructure networks in the presence of catastrophic failure is crucial to the economy and welfare of society. Recently, centralized methods have been developed to address optimal resource allocation in postdisaster recovery scenarios of interdependent infrastructure systems that minimize total cost. In real-world systems, however, multiple independent, possibly no...
متن کاملResource re-allocation at network units by using of bi-level data envelopment analysis
The lack of renewable primary resources is one of the most serious challenges in recent decades. So under this circumstance, managers are looking for appropriate solutions for the optimal use of these resources to improve the efficiency of the under management units. One of the most widely used techniques in finding the optimal resource is data envelopment analysis (DEA). So in this paper, in ...
متن کاملOptimal Resource Allocation for Recovery of Interdependent Systems: Case Study of the Deepwater Horizon Oil Spill
Investing in infrastructure and industry sectors can lessen the direct impacts of disruptive events, and a risk-based input-output model can demonstrate how those direct impacts propagate to other economic sectors. We develop and compare two different decision models to determine the optimal resource allocation to assist impacted sectors to recover. The first decision model minimizes direct imp...
متن کاملOPTIMAL RESOURCE ALLOCATION IN DEA WITH INTEGER VARIABLES
Resource allocation and optimal leveling are among the top challenges in project management. This paper presents a DEA-based procedure for determining an optimal level of inputs to produce a fixed level of outputs. To achieve this goal, we assume that the levels of outputs can be forecasted in the next season and the procedure will determine optimal level of inputs for all DMUs. Such as some of...
متن کاملState of the art in risk analysis of workforce criticality influencing disaster preparedness for interdependent systems.
The objective of this article is to discuss a needed paradigm shift in disaster risk analysis to emphasize the role of the workforce in managing the recovery of interdependent infrastructure and economic systems. Much of the work that has been done on disaster risk analysis has focused primarily on preparedness and recovery strategies for disrupted infrastructure systems. The reliability of sys...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2013