Back to Search
Start Over
A decision making support tool: The resilience management fuzzy controller
- Source :
- Recercat. Dipósit de la Recerca de Catalunya, instname, UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC), CEC
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE)
-
Abstract
- 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.
- Subjects :
- Decision support system
Fuzzy sets
010504 meteorology & atmospheric sciences
Operations research
Social vulnerability
Computer science
Fuzzy set
0211 other engineering and technologies
Control variable
Fuzzy controllers
02 engineering and technology
Decision support systems
01 natural sciences
Fuzzy logic
Gross domestic product
Sistemes d'ajuda a la decisió
Economic indicator
Control theory
Machine learning
Aprenentatge automàtic
Resilience (network)
Risk management
0105 earth and related environmental sciences
021110 strategic, defence & security studies
Inference system
business.industry
Management science
Natural hazards
Resilience management
Informàtica::Intel·ligència artificial [Àrees temàtiques de la UPC]
business
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Recercat. Dipósit de la Recerca de Catalunya, instname, UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC), CEC
- Accession number :
- edsair.doi.dedup.....ae880673177d2c21ba2d30fe4496dc14