Advertisement

Organic Computing — A Paradigm Shift for Complex Systems

  • Christian Müller-Schloer
  • Hartmut Schmeck
  • Theo Ungerer

Part of the Autonomic Systems book series (ASYS, volume 1)

Table of contents

  1. Front Matter
    Pages I-XXX
  2. Theoretical Foundations

    1. Front Matter
      Pages 1-3
    2. Hartmut Schmeck, Christian Müller-Schloer, Emre Çakar, Moez Mnif, Urban Richter
      Pages 5-37
    3. Moez Mnif, Christian Müller-Schloer
      Pages 39-52
    4. Dominik Fisch, Martin Jänicke, Christian Müller-Schloer, Bernhard Sick
      Pages 53-66
    5. Peter Kreyssig, Peter Dittrich
      Pages 67-78
    6. Florian Nafz, Hella Seebach, Jan-Philipp Steghöfer, Gerrit Anders, Wolfgang Reif
      Pages 79-93
    7. Alexander Scheidler, Arne Brutschy, Konrad Diwold, Daniel Merkle, Martin Middendorf
      Pages 95-109
    8. Mathias Gutmann, Benjamin Rathgeber, Tareq Syed
      Pages 111-125
  3. Methods and Tools

    1. Front Matter
      Pages 127-129
    2. Helge Parzyjegla, Arnd Schröter, Enrico Seib, Sebastian Holzapfel, Matthäus Wander, Jan Richling et al.
      Pages 131-144
    3. Hella Seebach, Florian Nafz, Jan-Philipp Steghöfer, Wolfgang Reif
      Pages 145-161
    4. David Kramer, Rainer Buchty, Wolfgang Karl
      Pages 163-177
    5. Marc Reichenbach, Ralf Seidler, Dietmar Fey, Benjamin Pfundt
      Pages 179-192
    6. Paul Kaufmann, Marco Platzner
      Pages 193-206
    7. Naoki Matsumaru, Peter Kreyssig, Peter Dittrich
      Pages 207-220
    8. Sebastian Ebers, Sándor P. Fekete, Stefan Fischer, Horst Hellbrück, Björn Hendriks, Axel Wegener
      Pages 221-234
  4. Learning

    1. Front Matter
      Pages 235-236
    2. Emre Cakar, Nugroho Fredivianus, Jörg Hähner, Jürgen Branke, Christian Müller-Schloer, Hartmut Schmeck
      Pages 237-251
    3. Andreas Bernauer, Johannes Zeppenfeld, Oliver Bringmann, Andreas Herkersdorf, Wolfgang Rosenstiel
      Pages 253-265
    4. Dominik Fisch, Edgar Kalkowski, Bernhard Sick
      Pages 267-280
    5. Werner Brockmann, Nils Rosemann, Erik Maehle
      Pages 281-294
    6. Alexander Jungmann, Bernd Kleinjohann, Willi Richert
      Pages 295-307
    7. Thomas Walther, Rolf P. Würtz
      Pages 309-322
  5. Architectures

    1. Front Matter
      Pages 323-324
    2. Sven Tomforde, Holger Prothmann, Jürgen Branke, Jörg Hähner, Moez Mnif, Christian Müller-Schloer et al.
      Pages 325-338
    3. Michael Roth, Julia Schmitt, Rolf Kiefhaber, Florian Kluge, Theo Ungerer
      Pages 339-351
    4. Thomas Ebi, David Kramer, Christian Schuck, Alexander von Renteln, Jürgen Becker, Uwe Brinkschulte et al.
      Pages 353-368
    5. Alexander von Renteln, Uwe Brinkschulte, Mathias Pacher
      Pages 369-384
    6. Werner Brockmann, Erik Maehle, Karl-Erwin Grosspietsch, Nils Rosemann, Bojan Jakimovski
      Pages 385-398
    7. Moritz Neukirchner, Steffen Stein, Rolf Ernst
      Pages 399-412
    8. Abdelmajid Bouajila, Johannes Zeppenfeld, Walter Stechele, Andreas Bernauer, Oliver Bringmann, Wolfgang Rosenstiel et al.
      Pages 413-425
  6. Applications

    1. Front Matter
      Pages 427-429
    2. Holger Prothmann, Sven Tomforde, Jürgen Branke, Jörg Hähner, Christian Müller-Schloer, Hartmut Schmeck
      Pages 431-446
    3. Sándor P. Fekete, Björn Hendriks, Christopher Tessars, Axel Wegener, Horst Hellbrück, Stefan Fischer et al.
      Pages 447-460
    4. Johannes Zeppenfeld, Abdelmajid Bouajila, Walter Stechele, Andreas Bernauer, Oliver Bringmann, Wolfgang Rosenstiel et al.
      Pages 461-472
    5. Stephan Sigg, Michael Beigl, Behnam Banitalebi
      Pages 473-487
    6. Tobias Ziermann, Stefan Wildermann, Jürgen Teich
      Pages 489-501
    7. Jakob Salzmann, Ralf Behnke, Dirk Timmermann
      Pages 503-516
    8. Erik Maehle, Werner Brockmann, Karl-Erwin Grosspietsch, Adam El Sayed Auf, Bojan Jakimovski, Stephan Krannich et al.
      Pages 517-530
    9. Bastian Degener, Barbara Kempkes, Friedhelm Meyer auf der Heide
      Pages 531-543
    10. Alexander Jungmann, Bernd Kleinjohann, Willi Richert
      Pages 545-558
  7. Status and Outlook

    1. Front Matter
      Pages 573-573
    2. Arne Garbade, Sebastian Weis, Sebastian Schlingmann, Theo Ungerer
      Pages 575-577
    3. Florian Kluge, Jörg Mische, Theo Ungerer
      Pages 579-581
    4. Peter Kreyssig, Peter Dittrich
      Pages 583-585
    5. Thomas Ebi, Janmartin Jahn, Jörg Henkel
      Pages 587-588
    6. Werner Brockmann, Andreas Buschermöhle, Jens Hülsmann, Nils Rosemann
      Pages 589-591
    7. Jan-Philipp Steghöfer, Wolfgang Reif
      Pages 593-595

About this book

Introduction

Organic Computing has emerged as a challenging vision for future information processing systems. Its basis is the insight that we will increasingly be surrounded by and depend on large collections of autonomous systems, which are equipped with sensors and actuators, aware of their environment, communicating freely, and organising themselves in order to perform actions and services required by the users.

 

These networks of intelligent systems surrounding us open fascinating application areas and at the same time bear the problem of their controllability. Hence, we have to construct such systems as robust, safe, flexible, and trustworthy as possible. In particular, a strong orientation towards human needs as opposed to a pure implementation of the technologically possible seems absolutely central. The technical systems, which can achieve these goals will have to exhibit life-like or "organic" properties. "Organic Computing Systems" adapt dynamically to their current environmental conditions. In order to cope with unexpected or undesired events they are self-organising, self-configuring, self-optimising, self-healing, self-protecting, self-explaining, and context-aware, while offering complementary interfaces for higher-level directives with respect to the desired behaviour. First steps towards adaptive and self-organising computer systems are being undertaken. Adaptivity, reconfigurability, emergence of new properties, and self-organisation are hot topics in a variety of research groups worldwide.

 

This book summarises the results of a 6-year priority research program (SPP) of the German Research Foundation (DFG) addressing these fundamental challenges in the design of Organic Computing systems. It presents and discusses the theoretical foundations of Organic Computing, basic methods and tools, learning techniques used in this context, architectural patterns and many applications. The final outlook shows that in the mean-time Organic Computing ideas have spawned a variety of promising new projects.

Keywords

adaptive and self-organizing computer systems distributed Embedded Systems information processing systems

Editors and affiliations

  • Christian Müller-Schloer
    • 1
  • Hartmut Schmeck
    • 2
  • Theo Ungerer
    • 3
  1. 1., Institute for Systems EngineeringLeibniz Universität HannoverHannoverGermany
  2. 2., Institute AIFBKarlsruhe Institute of TechnologyKarlsruheGermany
  3. 3., Department of Computer ScienceUniversität AugsburgAugsburgGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-0348-0130-0
  • Copyright Information Springer Basel AG 2011
  • Publisher Name Springer, Basel
  • eBook Packages Computer Science
  • Print ISBN 978-3-0348-0129-4
  • Online ISBN 978-3-0348-0130-0
  • Buy this book on publisher's site