The Immune System (IS) is the main defense mechanism of higher level organisms to antigens (microscopic threats, such as viruses and bacteria). It is a very complex system, genuinely distributed and providing mechanisms of adaptation to unknown threats. The most relevant characteristics of the IS, such as learning capabilities and the possibility to tackle unknown threats in any part of the body, are a consequence of interactions among its composing parts. This paper describes a Multi-Agent Systems modeling approach to the study of interactions in the IS, adopting the Situated Cellular Agents (SCA) model. After a brief description of the IS, an overview of current modeling and simulation approaches will be given. The SCA model will be then introduced and exploited in order to model some relevant elements and mechanisms of the IS. This work is one of the results of an interdisciplinary research that has involved immunologists of the Advanced Biotechnology Center of Genova and computer scientists of the University of Milan-Bicocca. © 2007 - IOS Press and the authors.
Bandini, S., Manzoni, S., Vizzari, G. (2007). Multi-Agent Modeling of the Immune System: the Situated Cellular Agent Approach. MULTIAGENT AND GRID SYSTEMS, 3(2), 173-182.
Multi-Agent Modeling of the Immune System: the Situated Cellular Agent Approach
BANDINI, STEFANIA;MANZONI, SARA LUCIA;VIZZARI, GIUSEPPE
2007
Abstract
The Immune System (IS) is the main defense mechanism of higher level organisms to antigens (microscopic threats, such as viruses and bacteria). It is a very complex system, genuinely distributed and providing mechanisms of adaptation to unknown threats. The most relevant characteristics of the IS, such as learning capabilities and the possibility to tackle unknown threats in any part of the body, are a consequence of interactions among its composing parts. This paper describes a Multi-Agent Systems modeling approach to the study of interactions in the IS, adopting the Situated Cellular Agents (SCA) model. After a brief description of the IS, an overview of current modeling and simulation approaches will be given. The SCA model will be then introduced and exploited in order to model some relevant elements and mechanisms of the IS. This work is one of the results of an interdisciplinary research that has involved immunologists of the Advanced Biotechnology Center of Genova and computer scientists of the University of Milan-Bicocca. © 2007 - IOS Press and the authors.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.