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Emergent properties in complex and adaptive systems

COMPLEX ADAPTIVE SYSTEMS

COMPLEX ADAPTIVE SYSTEMS

... “are systems with multiple elements adapting or reacting to the patterns these elements create” (Arthur 1999, ...on complex adaptive systems is concerned with precisely this ...

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Complex Adaptive Systems

Complex Adaptive Systems

... 2 History and Origins: Intellectual Figures The Santa Fe Institute (SFI) is a private, non-profit, multidisciplinary research and education center. Since its founding in 1984, SFI has devoted itself to creating a new ...

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Innovation in Complex Adaptive Systems

Innovation in Complex Adaptive Systems

... large-scale complex adaptive systems so strongly interlinked that they are hard to even define and ...such systems simultaneously more obvious and threatening, an issue further amplified by ...

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Complex Adaptive Systems & Urban Morphogenesis:

Complex Adaptive Systems & Urban Morphogenesis:

... upon Complex Adaptive Systems (CAS) perspectives that I realized CAS could provide the necessary conceptual tools to gain this understanding: tools framing what a process-driven perspective might ...

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Decentralised detection of emergence in complex adaptive systems

Decentralised detection of emergence in complex adaptive systems

... DETect enables the constituent agents of the system to act as detectors of emergence by looking for the effects of downward causation from emergence using locally available information. It achieves this by modelling the ...

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Dependable Information Infrastructures as Complex Adaptive Systems

Dependable Information Infrastructures as Complex Adaptive Systems

... detect emergent states, the nature of emergent states must be fully ...An emergent state is associ- ated with recognizable changes in the invariant proper- ties of the underlying ...an ...

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Towards a Complex Adaptive Systems Roadmap for Information Systems Research

Towards a Complex Adaptive Systems Roadmap for Information Systems Research

... The study has several limitations. The theoretical framework proposed is neither complete nor ideal, rather it serves as a supportive tool to analyse the CAS related literature in IS. Further, we have considered the ...

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Complex Adaptive Systems Simulation-Optimization Framework for Adaptive Urban Water Resources Management

Complex Adaptive Systems Simulation-Optimization Framework for Adaptive Urban Water Resources Management

... loop. Complex Adaptive Systems Modeling Framework A CAS approach is developed to simulate the dynamic feedbacks in an urban water ...predict systems that exhibit complex behavior at the ...

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Regional innovation systems as complex adaptive systems: The case of lagging European regions

Regional innovation systems as complex adaptive systems: The case of lagging European regions

... the emergent body of literature [37–44] that defines productive-economic innovative systems ...as complex adaptive systems ...These systems are not decomposable and they exhibit ...

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A Complex Adaptive Systems Perspective on Self-Organization in IS Project Portfolios

A Complex Adaptive Systems Perspective on Self-Organization in IS Project Portfolios

... Complex Adaptive Systems Complexity theories have arisen from attempts in the natural sciences to model natural phenomenon (Gleick ...non-linear systems where the laws of cause and effect do ...

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Smallholder value chains as complex adaptive systems: a conceptual framework

Smallholder value chains as complex adaptive systems: a conceptual framework

... of complex adaptive systems to VCD involving smallholders to provide researchers with an expanded conceptual framework to understand value chain performance over ...that complex ...

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Smallholder value chains as complex adaptive systems: a conceptual framework

Smallholder value chains as complex adaptive systems: a conceptual framework

... to complex collective behavior, sophisticated information processing, and adaptation via learning or ...13). Complex adaptive systems challenge two fundamental assumptions of neoclassical ...a ...

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Smallholder value chains as complex adaptive systems: a conceptual framework

Smallholder value chains as complex adaptive systems: a conceptual framework

... to complex collective behavior, sophisticated information processing, and adaptation via learning or evolution (Mitchell, 2009, ...13). Complex adaptive systems challenge two fundamental ...

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Computability and Evolutionary Complexity: Markets As Complex Adaptive Systems (CAS)

Computability and Evolutionary Complexity: Markets As Complex Adaptive Systems (CAS)

... as complex adaptive systems ...of complex systems theory to see whether these present testable hypothesis for economic ...on complex systems to provide a ...

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Managing forests as complex adaptive systems: an issue of theory and method

Managing forests as complex adaptive systems: an issue of theory and method

... as complex adaptive systems changes the underlying paradigm and therefore a change in methods is also ...of complex forest systems cannot work on a deterministic basis (Ciancio and ...

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Portfolios of Agile Projects: A Complex Adaptive Systems’ Agent Perspective

Portfolios of Agile Projects: A Complex Adaptive Systems’ Agent Perspective

... a complex adaptive systems lens, focusing specifically on the properties of projects as agents in a complex adaptive portfolio to critically appraise current thinking on ...

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Complex Adaptive Systems:

Complex Adaptive Systems:

... “Self-organization is a process in which pattern at the global level of a system emerges solely from numerous interactions among the lower level components of the system”. [Deneubourg 1977] Actually, these systems ...

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Complex adaptive systems, socio-ecological systems and resilience

Complex adaptive systems, socio-ecological systems and resilience

... Considerar la resiliencia de los sistemas complejos puede entenderse como una aproximación para organizar y manejar los sistemas socio-ecológicos mediante el énfasis en la capacidad de[r] ...

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Conceptualizing Climate Vulnerability in Complex Adaptive Systems

Conceptualizing Climate Vulnerability in Complex Adaptive Systems

... termed ‘‘second generation’’ 53 —vulnerability is considered through a ‘‘starting point,’’ ‘‘social-ecological system,’’ or ‘‘human security’’ lens, whereby risks are assessed from a linked and cycli- cally interacting ...

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Complex adaptive systems: a tool for interpreting responses and behaviours

Complex adaptive systems: a tool for interpreting responses and behaviours

... Various techniques were attempted, which were observed linking individual, local and national quality improvement objectives. Rules that emerged locally focused on the standardised coding, capture of the diagnosis and ...

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