Please use this identifier to cite or link to this item: https://hdl.handle.net/2440/83848
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dc.contributor.authorTeo, Y.en
dc.contributor.authorLuong, B.en
dc.contributor.authorSzabo, C.en
dc.date.issued2013en
dc.identifier.citationProceedings of the 2013 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, SIGSIM-PADS 2013, 2013 / pp.231-240en
dc.identifier.isbn9781450319201en
dc.identifier.urihttp://hdl.handle.net/2440/83848-
dc.description.abstractEmergence is a distinguishing feature in systems, especially when complexity grows with the number of components, interactions, and connectivity. There is immense interest in emergence, and a plethora of definitions from philosophy to sciences. Despite this, there is a lack of consensus on the definition of emergence and this hinders the development of a formal approach to understand and predict emergent behavior in multi-agent systems. This paper proposes a grammar-based set-theoretic approach to formalize and verify the existence and extent of emergence without prior knowledge or definition of emergent properties. Our approach is based on weak (basic) emergence that is both generated and autonomous from the underlying agents. In contrast with current work, our approach has two main advantages. By focusing only on system interactions of interest and feasible combinations of individual agent behavior, state-space explosion is reduced. In formalizing emergence, our extended grammar is designed to model agents of diverse types, mobile agents, and open systems. Theoretical and experimental studies using the boids model demonstrate the complexity of our formal approach.en
dc.description.statementofresponsibilityYong Meng Teo, Ba Linh Luong, Claudia Szaboen
dc.language.isoenen
dc.publisherACMen
dc.rightsCopyright 2013 ACMen
dc.subjectEmergent behavior; multi-agent system; simulationen
dc.titleFormalization of emergence in multi-agent systemsen
dc.typeConference paperen
dc.contributor.conferenceACM SIGSIM Conference on Principles of Advanced Discrete Simulation (2013 : Montreal, QC)en
dc.identifier.doi10.1145/2486092.2486122en
dc.publisher.placeonlineen
pubs.publication-statusPublisheden
dc.identifier.orcidSzabo, C. [0000-0003-2501-1155]en
Appears in Collections:Computer Science publications

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