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Immunity-Based Systems : A Design Perspective - Yoshiteru Ishida

Immunity-Based Systems

A Design Perspective

Hardcover

Published: 5th April 2004
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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 pro­ totypes for biological information systems have been the neural systems and the brain. However, the immune system is not only an interesting informa­ 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 applica­ 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 immunity­ 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.

Introduction
Towards a Systems Science for Biological Systems
The Immune System as an Information System
Defining Immunity-Based Systems
A Self-Organizing Network Based on the Concept of the Immune Network
Sensor Networks by the Self-Organizing Network
A Multiagent Framework Learned from the Immune System
An Application of the Immune Algorithm with Agent Architecture
Information Flow, Biological Field and Autonomous Decentralized Systems
The Immune System as a Self-Defining Process
Conclusion
Table of Contents provided by Publisher. All Rights Reserved.

ISBN: 9783540008965
ISBN-10: 3540008969
Series: Advanced Information Processing
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 177
Published: 5th April 2004
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.5 x 15.5  x 1.91
Weight (kg): 1.0