Artificial Immune Systems

by Hart, Emma; McEwan, Chris; Timmis, Jon

• ISBN13: 9783642145469
• ISBN10: 3642145469
• Format: Paperback
• Copyright: 2010-08-09
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the refereed proceedings of the 9th International Conference on Artificial Immune Systems, ICARIS 2010, held in Edinburgh, UK, in July 2010. The 23 revised full papers and extended immune modeling abstracts presented together with 9 PerAda workshop position statements were carefully reviewed and selected from 41 submissions. The papers are organized in topical sections on immune system modeling; theoretical artificial immune systems; and applied artificial immune systems.

Table of Contents

Immune System Modelling
A Petri Net Model of Granulomatous Inflammation	p. 1
Defining a Simulation Strategy for Cancer Immunocompetence	p. 4
Theoretical Artificial Immune Systems
Clonal Selection from First Principles	p. 18
Density Preservation and Vector Quantization in Immune-Inspired Algorithms	p. 33
Immune Inspired Information Filtering in a High Dimensional Space	p. 47
On the Benefits of Aging and the Importance of Details	p. 61
Classifying in the Presence of Uncertainty: A DCA Perspective	p. 75
Insights into the Antigen Sampling Component of the Dendritic Cell Algorithm	p. 88
FDCM: A Fuzzy Dendritic Cell Method	p. 102
Modular RADAR: An Immune System Inspired Search and Response Strategy for Distributed Systems	p. 116
Applied Artificial Immune Systems
A Faster Clonal Selection Algorithm for Expensive Optimization Problems	p. 130
An Information-Theoretic Approach for Clonal Selection Algorithms	p. 144
Antibodies with Adaptive Radius as Prototypes of High-Dimensional Datasets	p. 158
GAIS: A Gaussian Artificial Immune System for Continuous Optimization	p. 171
An Immune Algorithm for Minimum Interference Channel Assignment in Multi-radio Wireless Mesh Networks	p. 185
A Developmental and Immune-Inspired Dynamic Task Allocation Algorithm for Microprocessor Array Systems	p. 199
An Immunological Algorithm for Doping Profile Optimization in Semiconductors Design	p. 213
QML-AiNet: An Immune-Inspired Network Approach to Qualitative Model Learning	p. 223
Biomedical Article Classification Using an Agent-Based Model of T-Cell Cross-Regulation	p. 237
An Artificial Immune System Approach for Artificial Chemistries Based on Set Rewriting	p. 250
Further Experimentation with Hybrid Immune Inspired Network Intrusion Detection	p. 264
Danger Theory and Intrusion Detection: Possibilities and Limitations of the Analogy	p. 276
Electronic Fraud Detection for Video-on-Demand System Using Hybrid Immunology-Inspired Algorithms	p. 290
PerAda Workshop on Novel Applications of Bio-inspired Computing to Pervasive Adaptive Systems
Converging Bio-inspired Robotics and Socio-inspired Agents for Intelligent Transportation Systems	p. 304
On Homeostasis in Collective Robotic Systems	p. 307
Can a Developmental AIS Provide Immunity to a Multi-cellular Robotics System?	p. 310
Using Virtual Embryogenesis for Structuring Controllers	p. 312
Towards Self-aware PerAda Systems	p. 314
Is Receptor Degeneracy Suitable for Automatic Response Decisions in Ad Hoc Networks?	p. 317
Biochemically-Inspired Emergent Computation	p. 320
Nature-Inspired Adaptivity in Communication and Learning	p. 323
Symbiotic Cognitive Networks: A Proposal	p. 326
Author Index	p. 329
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