Artificial Immune Systems

Second International Conference, ICARIS 2003, Edinburgh, UK, September 1-3, 2003, Proceedings

AvJon Timmis,Peter Bentley

Häftad, Engelska, 2003

Del i serien Lecture Notes in Computer Science

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Beskrivning

This book constitutes the refereed proceedings of the Second International Conference on Artificial Immune Systems, ICARIS 2003, held in Edinburgh, UK in September 2003.The 27 revised full papers presented were carefully reviewed and selected from 41 submissions. The book presents the first coherent account of the state of the art in artificial immune systems reserch. The papers are organized in topical sections on applications of artificial immune systems, immunocomputing, emerging metaphors, augmentation of artificial immune systems algorithms, theory of artificial immune systems, and representations and operators.

Produktinformation

Utgivningsdatum:2003-08-14
Mått:152 x 229 x 18 mm
Vikt:482 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:304
Upplaga:2003
Förlag:Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:9783540407669

Utforska kategorier

Matematik inom Naturvetenskap och teknik

Innehållsförteckning

Applications of Artificial Immune Systems (Technical Stream).- Use of an Artificial Immune System for Job Shop Scheduling.- An Artificial Immune System for Multimodality Image Alignment.- Bioinformatics Data Analysis Using an Artificial Immune Network.- An Investigation of the Negative Selection Algorithm for Fault Detection in Refrigeration Systems.- Future Applications of Artificial Immune Systems (Conceptual Stream).- A Role for Immunology in “Next Generation” Robot Controllers.- Immunologic Control Framework for Automated Material Handling.- An Immune Learning Classifier Network for Autonomous Navigation.- Software Vaccination: An Artificial Immune System Approach to Mutation Testing.- Special Session on Immunocomputing.- Memory and Selectivity in Evolving Scale-Free Immune Networks.- Biomolecular Immunocomputing.- Signal Processing by an Immune Type Tree Transform.- Index Design by Immunocomputing.- Emerging Metaphors (Conceptual Stream).- Immune-Based Framework for Exploratory Bio-information Retrieval from the Semantic Web.- An Artificial Immune System Approach to Semantic Document Classification.- Danger Theory: The Link between AIS and IDS?.- A Danger Theory Inspired Approach to Web Mining.- Augmentations of Artificial Immune System Algorithms (Technical Stream).- Meta-stable Memory in an Artificial Immune Network.- Improved Pattern Recognition with Artificial Clonal Selection?.- Improving SOSDM: Inspirations from the Danger Theory.- Theory of Artificial Immune Systems (Conceptual Stream).- Artificial Immune Systems and the Grand Challenge for Non-classical Computation.- A Paratope Is Not an Epitope: Implications for Immune Network Models and Clonal Selection.- Revisiting the Foundations of Artificial Immune Systems: A Problem-Oriented Perspective.-Complementary Dual Detectors for Effective Classification.- Representations and Operators (Technical Stream).- The Crossover Closure and Partial Match Detection.- A Randomized Real-Valued Negative Selection Algorithm.- Dynamic Function Optimisation: Comparing the Performance of Clonal Selection and Evolution Strategies.- The Effect of Antibody Morphology on Non-self Detection.- Plenary Session.- The Immune System as a Cognitive System: New Perspectives for Information Technology Society.