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What is Complex Adaptive Systems

Handbook of Research on Grid Technologies and Utility Computing: Concepts for Managing Large-Scale Applications
They are complex in that they are diverse and made up of multiple interconnected elements and adaptive in that they have the capacity to change and learn from experience.
Published in Chapter:
Bio-Inspired Grid Resource Management
Vineet R. Khare (Cranfield University, UK) and Frank Zhigang Wang (Cranfield University, UK)
DOI: 10.4018/978-1-60566-184-1.ch012
Abstract
The need for a dynamic and scalable expansion of the grid infrastructure and resources and other scalability issues in terms of execution efficiency and fault tolerance present centralized management techniques with numerous difficulties. This chapter presents the case for biologically inspired grid resource management techniques that are decentralized and self organized in nature. To achieve the desired de-centralized resource management, these techniques model the self-organization observed in many natural complex adaptive systems. Using a few representative techniques, the authors review the literature on Bio-inspired Grid Resource Management. Based on this review the authors conclude that many such techniques have been successfully applied to resource discovery, service placement, scheduling and load balancing.
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Five Insights for Change Managers in Second-Order Change. Organizations as Complex Systems
An organizational complex system in which large groups of agents adapt their behaviour in interactions and in which agents are defined as actors, causes and working means.
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Artificially in Social Sciences
Complex systems where agents can learn and modify their rules according to their previous success.
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Digital Swarms: Social Interaction and Emergent Phenomena in Personal Communications Networks
A set of agents that interact with each other in unpredictable and decentralized ways, while adapting to changes in the environment.
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Enabling Transformational Complexity Leadership in Education
Open, non-linear, unpredictable, distributed systems whose dynamic interactions and properties allow them to adapt to change, be self-organizing, emergent, adaptive, and connected.
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Mining Sociotechnical Patterns of Enterprise Systems With Complex Networks: A Guiding Framework
A particular form of complex system composed by multiple interactive elements that reveals the capacity to change and learn from experience.
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Agent-Based Modeling: A Historical Perspective and a Review of Validation and Verification Efforts
A complex, self-similar collection of interacting agents, acting in parallel and reacting to other agent behaviors within the system.
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