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Artificial immune systems and their applications

Author: Dipankar Dasgupta
Publisher: Berlin : Springer, cop. 1999.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

A presentation of computational models of the immune system. It contains insights on how to engineer massively parallel adaptive complex systems, along with an overview of immunity-based  Read more...

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Genre/Form: [congrès]
congrès
Document Type: Book
All Authors / Contributors: Dipankar Dasgupta
ISBN: 3540643907 9783540643906
OCLC Number: 716375337
Description: 306 p. : fig. ; 25 cm
Contents: Introduction - An Overview of Artificial Immune Systems; The Central and the Peripheral Immune Systems: What is the Relationship?- Immune Network: An Example of Complex Adaptive Systems; Immunology Viewed as the Study of an Autonomous Decentralized System; The Endogenous Double Plasticity of the Immune Network and the Inspiration to be Drawn for Engineering Artifacts; Immunological Memory is Associative; Jisys: The Development of an Artificial Immune System for Real World Applications; Decentralized Behavior Arbitration Mechanism for Autonomous Mobile Robot Using Immune Network; Parallel Search for Multi-Modal Function Optimization with Diversity and Learning of Immune Algorithm; Immunized Adaptive Critic for an Autonomous Aircraft Control Application; Blueprint for a Computer Immune System; An Anomaly Detection Algorithm Inspired by the Immune System; Immunity Based Management System for a Semiconductor Production Line; Estimating and Predicting the Numbers of Free HIV and Different Types of T Cells in HIV-Infected Individuals by Nonlinear Kalman Filter; Modeling the Effects of Prior Infection on Vaccine Efficacy.
Responsibility: Dipankar Dasgupta.

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