Bacterial colony: Information processing and computational behavior

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dc.contributor.authorXavier R.S.
dc.contributor.authorOmar N.
dc.contributor.authorDe Castro L.N.
dc.date.accessioned2024-03-13T01:09:37Z
dc.date.available2024-03-13T01:09:37Z
dc.date.issued2011
dc.description.abstractA bacterium presents rudimentary, though powerful, cognitive functions, such as sensing the environment, processing information and contextual interpretation. When part of a colony, bacteria show collective memory, distributed information storage and processing, collective decision making abilities, cooperation and competition, various communication methods and learning at different levels. These features and capabilities allow us to view bacteria colonies as complex adaptive systems, from which much inspiration can be taken to the design of bioinspired tools and algorithms for problem solving and the modeling of biological phenomena. Despite some effort has been taken in this direction, emphasizing applications in optimization, the present paper brings a discussion of bacteria as useful information processing systems under an intelligent agent framework. The main benefits of this discussion, thus, are the presentation of an intelligent agent-based perspective of bacteria, the stress of the main communication skills and mechanisms of bacteria, and a structured discussion of their main information processing and learning. Our hope is that this paper paves the conceptual ground for the design of novel bacteria inspired algorithms with applications over several areas, from the mining of large databases, to the design of sophisticated decision-making mechanisms for collective robotics. © 2011 IEEE.
dc.description.firstpage439
dc.description.lastpage443
dc.identifier.doi10.1109/NaBIC.2011.6089627
dc.identifier.urihttps://dspace.mackenzie.br/handle/10899/36896
dc.relation.ispartofProceedings of the 2011 3rd World Congress on Nature and Biologically Inspired Computing, NaBIC 2011
dc.rightsAcesso Restrito
dc.subject.otherlanguageadaptative systems
dc.subject.otherlanguagebacterial communication
dc.subject.otherlanguagebacterial computation
dc.subject.otherlanguagesocial intelligence
dc.titleBacterial colony: Information processing and computational behavior
dc.typeArtigo de evento
local.scopus.citations19
local.scopus.eid2-s2.0-83755173847
local.scopus.subjectAgent based
local.scopus.subjectBacterial colonies
local.scopus.subjectBio-inspired
local.scopus.subjectBiological phenomena
local.scopus.subjectCognitive functions
local.scopus.subjectCollective decision making
local.scopus.subjectCollective memories
local.scopus.subjectCollective robotics
local.scopus.subjectCommunication method
local.scopus.subjectCommunication skills
local.scopus.subjectComplex adaptive systems
local.scopus.subjectDecision-making mechanisms
local.scopus.subjectDistributed information
local.scopus.subjectInformation processing systems
local.scopus.subjectLarge database
local.scopus.subjectSocial intelligence
local.scopus.updated2024-05-01
local.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=83755173847&origin=inward
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