A decision making support tool: the Resilience Management Fuzzy Controller

被引:0
|
作者
Cardenas, J. Ruben G. [1 ]
Nebot, Angela [2 ]
Mugica, Francisco [2 ]
Vellido, Alfredo [2 ]
机构
[1] IUSS UME Sch, Via Ferrara 45, Pavia, Italy
[2] Tech Univ Catalonia, Soft Computing Grp, Jordi Girona Salgado 1-3, Barcelona, Spain
来源
2016 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) | 2016年
关键词
Fuzzy Sets; Risk Management; Natural Hazards; Social Vulnerability; Resilience Management; Fuzzy Controllers; Inference System; Machine Learning; Artificial Intelligence; Decision Support System;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper a fuzzy controller capable to perform an automated estimation of the period of time necessary to recover a resilience level is proposed. Estimations where made by considering realistic time-dependent action changes for a set of resilience indicators originally proposed by Cardona (2001) and modified by Cardenas et al (2015). The fuzzy resilience controller works using two output control variables and four input variables designed to resemble politics decisions made over resilience recovery while considering an economical national growth factor. We applied the fuzzy controller onto Barcelona Spain, where different recovery times where estimated in terms of variations in Spaniard GDP (Gross domestic product) inter anual rate of change. This Decision Support System might be helpful to assist disaster reduction planning by allowing decision takers, governs or institutions to achieve reliable recovery time estimations while a proper supervision and control of resilience indicators progress is performed and an open evaluation and scrutiny of applied policies is made.
引用
收藏
页码:2313 / 2320
页数:8
相关论文
共 50 条
  • [1] Fuzzy decision support system for crisis management with a new structure for decision making
    Nokhbatolfoghahaayee, Hoda
    Menhaj, Mohammad Bagher
    Shafiee, Masoud
    EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (05) : 3545 - 3552
  • [2] A decision support system for fuzzy bilevel decision making
    Gao, Ya
    Zhang, Guangquan
    Lu, Jie
    Goyal, Madhu
    COMPUTATIONAL INTELLIGENCE IN DECISION AND CONTROL, 2008, 1 : 763 - 768
  • [3] Decision Making in Lean Smart Maintenance: Criticality Analysis as a Support Tool
    Passath, Theresa
    Mertens, Katharina
    IFAC PAPERSONLINE, 2019, 52 (10): : 364 - 369
  • [4] Fuzzy decision-making tool for environmental sustainable buildings
    Seo, S
    Aramaki, T
    Hwang, Y
    Hanaki, K
    JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 2004, 130 (03): : 415 - 423
  • [5] Computerised Consequentialism to Support Moral Reasoning and Decision Making in Crisis Management
    Humble, Niklas
    Mozelius, Peter
    PROCEEDINGS OF THE 3RD EUROPEAN CONFERENCE ON THE IMPACT OF ARTIFICIAL INTELLIGENCE AND ROBOTICS (ECIAIR 2021), 2021, : 59 - 63
  • [6] Enhancing Firms' Financial Support Decision-Making with Predictions of Technological Resilience to Economic Crises
    Loukis, Euripidis
    Kyriakou, Niki
    PROCEEDINGS OF THE 23RD ANNUAL INTERNATIONAL CONFERENCE ON DIGITAL GOVERNMENT RESEARCH, DGO 2022: Intelligent Technologies, Governments and Citizens, 2022, : 260 - 267
  • [7] Functional Resonance Analysis Method based-Decision Support tool for Urban Transport System Resilience Management
    Bellini, Emanuele
    Nesi, Paolo
    Pantaleo, Gianni
    Venturi, Alessandro
    IEEE SECOND INTERNATIONAL SMART CITIES CONFERENCE (ISC2 2016), 2016, : 563 - 569
  • [8] Prioritizing stakeholder interactions in disaster management: A TOPSIS-based decision support tool for enhancing community resilience
    Elkady, Sahar
    Mehryar, Sara
    Hernantes, Josune
    Labaka, Leire
    PROGRESS IN DISASTER SCIENCE, 2024, 22
  • [9] A Fuzzy Decision Support System for Management of Breast Cancer
    Saleh, Ahmed Abou Elfetouh
    Barakat, Sherif Ebrahim
    Awad, Ahmed Ebrahim Awad
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2011, 2 (03) : 34 - 40
  • [10] A fuzzy decision support system for strategic portfolio management
    Lin, CH
    Hsieh, PJ
    DECISION SUPPORT SYSTEMS, 2004, 38 (03) : 383 - 398