Buch, Englisch, 177 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 300 g
A Design Perspective
Buch, Englisch, 177 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 300 g
Reihe: Advanced Information Processing
ISBN: 978-3-642-05661-1
Verlag: Springer
A framework for communication intensive autonomous agents inspired from the immune system is presented in this text. With the rapid increase of computational power and networking technology similarity between computer and biological systems may now practically work. The framework presented fills the need to guide the implementation of such a "biological" system. The focus is on the field of diagnosis and control. Several sample applications and simulations are presented.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Robotik
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme
- Mathematik | Informatik EDV | Informatik Informatik Logik, formale Sprachen, Automaten
- Technische Wissenschaften Technik Allgemein Bionik, Biomimetik
- Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmierung: Methoden und Allgemeines
- Mathematik | Informatik EDV | Informatik Technische Informatik Externe Speicher & Peripheriegeräte
- Mathematik | Informatik EDV | Informatik Technische Informatik Netzwerk-Hardware
Weitere Infos & Material
1 Introduction.- 2 Toward a Systems Science for Biological Systems.- 3 The Immune System as an Information System.- 4 Defining Immunity-Based Systems.- 5 A Self-Organizing Network Based on the Concept of the Immune Network.- 6 Sensor Networks Using the Self-Organizing Network.- 7 A Multiagent Framework Learned from the Immune System.- 8 An Application of the Immune Algorithm with an Agent Framework.- 9 Information Flow, Biological Field, and Autonomous Distributed Systems.- 10 The Immune System as a Self-Defining Process.- 11 Conclusions.- References.
