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Immunity-Based Systems: A Design Perspective

✍ Scribed by Yoshiteru Ishida (auth.)


Publisher
Springer-Verlag Berlin Heidelberg
Year
2004
Tongue
English
Leaves
186
Series
Advanced Information Processing
Edition
1
Category
Library

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✦ Synopsis


After I came to know Jerne's network theory on the immune system, I became fascinated with the immune system as an information system. The main proΒ­ totypes for biological information systems have been the neural systems and the brain. However, the immune system is not only an interesting informaΒ­ tion system but it may provide a design paradigm for artificial information systems. With such a consideration, I initiated a project titled "autonomous decentralized recognition mechanism of the immune network and its applicaΒ­ tion to distributed information processing" in 1990 under a Grant-in-Aid for Scientific Research on a Priority Area ("Autonomous Distributed Systems") supported by the Ministry of Education, Science, and Culture. During the project, I promoted the idea that the immune system could be a prototype of autonomous distributed systems. After the project, we organized an international workshop on immunityΒ­ based systems in 1996 in conjunction with the International Conference on Multi-Agent Systems held in Kyoto, Japan. Recently, there have been several international conferences related to topics inspired by the immune system and an increasing number of research papers related to the topic. In writing this book, a decade after the project, I still believe that the immune system can be a prototype, a compact but sophisticated system that nature has shown us for building artificial information systems in this network age of the twenty-first century.

✦ Table of Contents


Front Matter....Pages I-XII
Introduction....Pages 1-5
Toward a Systems Science for Biological Systems....Pages 7-26
The Immune System as an Information System....Pages 27-54
Defining Immunity-Based Systems....Pages 55-76
A Self-Organizing Network Based on the Concept of the Immune Network....Pages 77-94
Sensor Networks Using the Self-Organizing Network....Pages 95-106
A Multiagent Framework Learned from the Immune System....Pages 107-120
An Application of the Immune Algorithm with an Agent Framework....Pages 121-138
Information Flow, Biological Field, and Autonomous Distributed Systems....Pages 139-149
The Immune System as a Self-Defining Process....Pages 151-163
Conclusions....Pages 165-166
Back Matter....Pages 167-177

✦ Subjects


Artificial Intelligence (incl. Robotics); Computation by Abstract Devices; Computer Communication Networks; Models and Principles


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