Artificial Immune Systems and Their Applications
Editat de Dipankar Dasguptaen Limba Engleză Paperback – 13 apr 2014
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Specificații
ISBN-13: 9783642641749
ISBN-10: 3642641741
Pagini: 328
Ilustrații: XVII, 306 p. 47 illus.
Dimensiuni: 155 x 235 x 17 mm
Greutate: 0.46 kg
Ediția:1999
Editura: Springer Berlin, Heidelberg
Colecția Springer
Locul publicării:Berlin, Heidelberg, Germany
ISBN-10: 3642641741
Pagini: 328
Ilustrații: XVII, 306 p. 47 illus.
Dimensiuni: 155 x 235 x 17 mm
Greutate: 0.46 kg
Ediția:1999
Editura: Springer Berlin, Heidelberg
Colecția Springer
Locul publicării:Berlin, Heidelberg, Germany
Public țintă
Professional/practitionerCuprins
An Overview of Artificial Immune Systems and Their Applications.- The Endogenous Double Plasticity of the Immune Network and the Inspiration to be Drawn for Engineering Artifacts.- Artificial Immune Systems: Modeling & Simulation.- The Central and the Peripheral Immune Systems: What is the Relationship?.- Immunology Viewed as the Study of an Autonomous Decentralized System.- Immune Network: An Example of Complex Adaptive Systems.- Immunological Memory is Associative.- Estimating and Predicting the Number of Free HIV and T Cells by Nonlinear Kalman Filter.- Modeling the Effects of Prior Infection on Vaccine Efficacy.- Artificial Immune Systems: Applications.- 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.- Indexed Bibliography.- Author Index.
Caracteristici
Presents computational models of the immune system Insights on how to engineer massively parallel adaptive complex systems Overview of immunity-based methodologies and applications in solving difficult problems A pioneering work on the emerging field of artificial immune systems