Artificial Immune Systems and Their Applications

Dipankar Dasgupta

ISBN 10: 3642641741 / ISBN 13: 9783642641749

Verlag: Springer Berlin Heidelberg, 2014

Beschreibung

Druck auf Anfrage Neuware - Printed after ordering - Artificial immune systems are highly distributed systems based on the principles of the natural system. This is a new and rapidly growing field offering powerful and robust information processing capabilities for solving complex problems. Like artificial neural networks, artificial immune systems can learn new information, recall previously learned information, and perform pattern recognition in a highly decentralized fashion. This volume provides an overview of the immune system from the computational viewpoint. It discusses computational models of the immune system and their applications, and provides a wealth of insights on immunological memory and the effects of viruses in immune response. It will be of professional interest to scientists, academics, vaccine designers, and practitioners.

Bestandsnummer des Verkäufers 9783642641749

Bibliografische Details

• Titel: Artificial Immune Systems and Their Applications
• Verlag: Springer Berlin Heidelberg
• Erscheinungsjahr: 2014
• Sprache: Englisch
• ISBN-10: 3642641741
• ISBN-13: 9783642641749
• Einband: Taschenbuch
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

Artificial immune systems are highly distributed systems based on the principles of the natural system. This is a new and rapidly growing field offering powerful and robust information processing capabilities for solving complex problems. Like artificial neural networks, artificial immune systems can learn new information, recall previously learned information, and perform pattern recognition in a highly decentralized fashion. This volume provides an overview of the immune system from the computational viewpoint. It discusses computational models of the immune system and their applications, and provides a wealth of insights on immunological memory and the effects of viruses in immune response. It will be of professional interest to scientists, academics, vaccine designers, and practitioners.

Reseña del editor

This is a pioneering work on the emerging field of artificial immune systems-highly distributed systems based on the principles of the natural system. Like artificial neural networks, artificial immune systems can learn new information and recall previously learned information. This book provides an overview of artificial immune systems, explaining its applications in areas such as immunological memory, anomaly detection algorithms, and modeling the effects of prior infection on vaccine efficacy.