Immunity-Based Systems

A Design Perspective

Häftad, Engelska, 2010

AvYoshiteru Ishida

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This book presents a framework for communication intensive autonomous agents inspired from the immune system. 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. It is described in detail focusing on the field of diagnosis and control. Several sample applications and simulations are presented.

Produktinformation

Utgivningsdatum2010-12-07
Mått155 x 235 x 11 mm
Vikt300 g
FormatHäftad
SpråkEngelska
SerieAdvanced Information Processing
Antal sidor177
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783642056611

Tillhör följande kategorier

Systemvetenskap och AI inom Data och it
Hårdvara inom Data och it
Artificiell intelligens inom Data och it

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.