Pretražite po imenu i prezimenu autora, mentora, urednika, prevoditelja

Napredna pretraga

Pregled bibliografske jedinice broj: 479561

Intelligent Modeling with Agent-Based Fuzzy Cognitive Map


Štula, Maja; Stipaničev, Darko; Šerić, Ljiljana
Intelligent Modeling with Agent-Based Fuzzy Cognitive Map // International journal of intelligent systems, 25 (2010), 10; 981-1004 doi:10.1002/int.20435 (međunarodna recenzija, članak, znanstveni)


CROSBI ID: 479561 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Intelligent Modeling with Agent-Based Fuzzy Cognitive Map

Autori
Štula, Maja ; Stipaničev, Darko ; Šerić, Ljiljana

Izvornik
International journal of intelligent systems (0884-8173) 25 (2010), 10; 981-1004

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
FCM; multi-agent systems; Agent Based Fuzzy Cognitive Map

Sažetak
This article presents an agent-based fuzzy cognitive map (ABFCM) developed injecting the concept of multi-agent system (MAS) into the fuzzy cognitive map (FCM). Fuzzy cognitive map is used for qualitative modeling and simulation. Compared to the FCM, the ABFCM enables different inference algorithms in each node enabling simulation of systems with diverse behavior concepts. Each map node can exhibit individual, more or less intelligent, behavior and still can interact with other nodes to conclude on system behavior. Resulting method also enables automatic results interpretation adding additional intelligence to a classic FCM. Explanation of the obtained system architecture with FCM and MAS integration is presented in the article. The experimental results in the article are obtained with the ABFCM prototype, developed on the basis of ABFCM structure given in the article. Multi-agent technology can bring new properties into existing fields and methods, like in the ABFCM case.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekti:
023-0232005-2003 - AgISEco - Agentski orijentirani inteligentni sustavi nadzora i zaštite okoliša (Stipaničev, Darko, MZOS ) ( POIROT)

Ustanove:
Fakultet elektrotehnike, strojarstva i brodogradnje, Split

Profili:

Avatar Url Maja Štula (autor)

Avatar Url Darko Stipaničev (autor)

Avatar Url Ljiljana Šerić (autor)

Citiraj ovu publikaciju

Štula, Maja; Stipaničev, Darko; Šerić, Ljiljana
Intelligent Modeling with Agent-Based Fuzzy Cognitive Map // International journal of intelligent systems, 25 (2010), 10; 981-1004 doi:10.1002/int.20435 (međunarodna recenzija, članak, znanstveni)
Štula, M., Stipaničev, D. & Šerić, L. (2010) Intelligent Modeling with Agent-Based Fuzzy Cognitive Map. International journal of intelligent systems, 25 (10), 981-1004 doi:10.1002/int.20435.
@article{article, year = {2010}, pages = {981-1004}, DOI = {10.1002/int.20435}, keywords = {FCM, multi-agent systems, Agent Based Fuzzy Cognitive Map}, journal = {International journal of intelligent systems}, doi = {10.1002/int.20435}, volume = {25}, number = {10}, issn = {0884-8173}, title = {Intelligent Modeling with Agent-Based Fuzzy Cognitive Map}, keyword = {FCM, multi-agent systems, Agent Based Fuzzy Cognitive Map} }
@article{article, year = {2010}, pages = {981-1004}, DOI = {10.1002/int.20435}, keywords = {FCM, multi-agent systems, Agent Based Fuzzy Cognitive Map}, journal = {International journal of intelligent systems}, doi = {10.1002/int.20435}, volume = {25}, number = {10}, issn = {0884-8173}, title = {Intelligent Modeling with Agent-Based Fuzzy Cognitive Map}, keyword = {FCM, multi-agent systems, Agent Based Fuzzy Cognitive Map} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus


Citati





    Contrast
    Increase Font
    Decrease Font
    Dyslexic Font