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Pregled bibliografske jedinice broj: 306377

Zbornik radova

Autori: Štula, Maja; Stipaničev, Darko; Vuko, Tomislav
Naslov: AGENT BASED FUZZY COGNITIVE MAPS IN FIRE FIGHTING DECISION SUPPORT
Izvornik: 14th TIEMS Annual Conference Proceedings / Jones, Alan (ur.). - Split : Hydrographic Institute of the Republic of Croatia , 2007. 529-537.
Skup: TIEMS Annual Conference
Mjesto i datum: Trogir, Hrvatska, 05-08.06.2007.
Ključne riječi: Decision support; fire fighting; fuzzy cognitive maps; agent systems; agent based fuzzy
Sažetak:
Fire fighting process in Croatia is mainly based on the firefighter knowledge. People on the field decide when to include air forces in the extinction, when to call new forces, etc. Modelling such a complex decision process is difficult and only possible with qualitative modeling techniques. This paper presents the developed agent based fuzzy cognitive map containing fire fighter knowledge. The map can be used as a decision support tool to facilitate the decision process in such a stress situations. Agent based fuzzy cognitive map is qualitative modeling and simulation technique built combining fuzzy cognitive maps and multi-agent systems. Fuzzy Cognitive Maps are qualitative modelling and simulation technique that models system like the group of concepts and the cause-effect relations among concepts. A FCM is represented as a weighted, directed graph with the map concepts as graph nodes and the cause-effect relations as a graph directed edges. FCM is a method for representing the knowledge and an inference process that generates conclusion of the dynamic system behaviour. A multi-agent system can be defined as a network of entities working together on solving the problem that is beyond the agent individual solving capabilities and knowledge with properties like no global system control, decentralized data, etc. The Agent Based Fuzzy Cognitive Map is a Fuzzy Cognitive Map based on a multi-agent system with each concept mapped in to the agent. ABFCM enables each concept in the map to use the different inference process and enables the further extension with the introduction of new agents with specific functionality, like assisting the user with the map results interpretation.
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Ostalo
Vrsta recenzije: Međunarodna recenzija
Projekt / tema: 023-0232005-2003
Izvorni jezik: ENG
Kategorija: Znanstveni
Znanstvena područja:
Elektrotehnika,Računarstvo
Upisao u CROSBI: Maja Štula (kiki@fesb.hr), 27. Ruj. 2007. u 09:23 sati



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