Agent-based input-output interdependency model

نویسندگان

  • Gabriele Oliva
  • Stefano Panzieri
  • Roberto Setola
چکیده

The modeling and analysis of critical infrastructures and their interdependencies are essential to discovering hidden vulnerabilities and the related threats to national and international security. Over the past few years, several approaches have been proposed to address this problem. The so-called holistic approaches are relatively abstract, but are easily validated using real economic data. Other approaches based on agent-based models provide deeper views of the interdependencies existing between subsystems of different infrastructures. However, agent-based models are often difficult to validate because quantitative data of the appropriate granularity may not be available. This paper presents an agent-based input–output inoperability model designed to overcome the limitations of the holistic and agent-based paradigms. In order to provide a detailed and expressive framework, the exchange of resources between infrastructures is explicitly modeled while inoperability becomes an internal parameter. Nevertheless, the model is easily transformed into a fine-grained, input–output inoperability model whose coefficients can be obtained based on real data. c © 2010 Elsevier B.V. All rights reserved.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Assessment of Overall Resilience Index of Urban Areas against Earthquake considering Intra- and Interdependencies between Different Sectors

Sustainability and resiliency analysis of cities is not completed without considering the whole system of interacting sectors. The purpose of this study is to introduce an algorithm for assessment of overall seismic resiliency increase of urban areas due to the reduction of Intra- and Interdependencies between different sectors and retrofitting infrastructures. The proposed method is versatile,...

متن کامل

A Comparative Evaluation of the Sub-sectors' Linkages of Iran's Economy in the Last Five Decades: The Hybrid Approach of Input-Output Tables and Cross-Impact Matrix Multiplication Applied to Classification (MICMAC)

  In this paper, the hybrid modeling of Input-Output framework and MICMAC technique have been used to evaluates the inter-sectoral interactions between all sectors and activities of Iran’s economy based on the statistics aggregate Input-Output tables for five periods from 1973 to 2011. The main 15 sectors are elaborated and the results of the interactions were used to extract sectoral prioriti...

متن کامل

A Framework for Modeling Interdependencies in Japan's Critical Infrastructures

This paper discusses Japanese efforts related to critical infrastructure protection, including several case studies to clarify the risk components and countermeasures. An interdependency modeling framework that combines the inoperability input-output model (IIM) for economic interdependencies and Bayesian networks for operational dependencies is presented. Also, the paper provides new multidime...

متن کامل

Multiple Fuzzy Regression Model for Fuzzy Input-Output Data

A novel approach to the problem of regression modeling for fuzzy input-output data is introduced.In order to estimate the parameters of the model, a distance on the space of interval-valued quantities is employed.By minimizing the sum of squared errors, a class of regression models is derived based on the interval-valued data obtained from the $alpha$-level sets of fuzzy input-output data.Then,...

متن کامل

Efficient DMUs improvement based on input expenses reduction using data envelopment analysis

Network nowadays, the main purpose in the models designed by Data Envelopment Analysis (DEA), is to improve the outputs. In this method which is expressed by Khodabakhshi, with an output oriented BCC model, the output increases when the input increases. In this article we will discuss the efficient Decision Making Units (DMUs) in the input oriented BCC model to reduce the input expenses signifi...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • IJCIP

دوره 3  شماره 

صفحات  -

تاریخ انتشار 2010