Book Volume 1 2011

Organic Computing — A Paradigm Shift for Complex Systems

Editors:

ISBN: 978-3-0348-0129-4 (Print) 978-3-0348-0130-0 (Online)

Table of contents (49 chapters)

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  1. Front Matter

    Pages I-XXX

  2. Theoretical Foundations

    1. Front Matter

      Pages 1-3

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      Chapter

      Pages 5-37

      Adaptivity and Self-organisation in Organic Computing Systems

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      Chapter

      Pages 39-52

      Quantitative Emergence

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      Chapter

      Pages 53-66

      Divergence Measures as a Generalised Approach to Quantitative Emergence

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      Chapter

      Pages 67-78

      Emergent Control

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      Chapter

      Pages 79-93

      Constraining Self-organisation Through Corridors of Correct Behaviour: The Restore Invariant Approach

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      Chapter

      Pages 95-109

      Ant Inspired Methods for Organic Computing

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      Chapter

      Pages 111-125

      Organic Computing: Metaphor or Model?

  3. Methods and Tools

    1. Front Matter

      Pages 127-129

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      Chapter

      Pages 131-144

      Model-Driven Development of Self-organising Control Applications

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      Chapter

      Pages 145-161

      How to Design and Implement Self-organising Resource-Flow Systems

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      Chapter

      Pages 163-177

      Monitoring and Self-awareness for Heterogeneous, Adaptive Computing Systems

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      Chapter

      Pages 179-192

      Generic Emergent Computing in Chip Architectures

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      Chapter

      Pages 193-206

      Multi-objective Intrinsic Evolution of Embedded Systems

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      Chapter

      Pages 207-220

      Organisation-Oriented Chemical Programming

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      Chapter

      Pages 221-234

      Hovering Data Clouds for Organic Computing

  4. Learning

    1. Front Matter

      Pages 235-236

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      Chapter

      Pages 237-251

      Aspects of Learning in OC Systems

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      Chapter

      Pages 253-265

      Combining Software and Hardware LCS for Lightweight On-chip Learning

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      Chapter

      Pages 267-280

      Collaborative Learning by Knowledge Exchange

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      Chapter

      Pages 281-294

      A Framework for Controlled Self-optimisation in Modular System Architectures

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      Chapter

      Pages 295-307

      Increasing Learning Speed by Imitation in Multi-robot Societies

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      Chapter

      Pages 309-322

      Learning to Look at Humans

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