Artificial Immune Systems: A New Computational Intelligence Approach

Artificial Immune Systems: A New Computational Intelligence Approach
Author: Leandro Nunes de Castro
Publisher: Springer Science & Business Media
Total Pages: 380
Release: 2002-09-23
Genre: Computers
ISBN: 1852335947

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Artificial Immune Systems (AIS) are adaptive systems inspired by the biological immune system and applied to problem solving. This book provides an accessible introduction that will be suitable for anyone who is beginning to study or work in this area. It gives a clear definition of an AIS, sets out the foundations of the topic (including basic algorithms), and analyses how the immune system relates to other biological systems and processes. No prior knowledge of immunology is needed - all the essential background information is covered in the introductory chapters. Key features of the book include: - A discussion of AIS in the context of Computational Intelligence; - Case studies in Autonomous Navigation, Computer Network Security, Job-Shop Scheduling and Data Analysis =B7 An extensive survey of applications; - A framework to help the reader design and understand AIS; - A web site with additional resources including pseudocodes for immune algorithms, and links to related sites. Written primarily for final year undergraduate and postgraduate students studying Artificial Intelligence, Evolutionary and Biologically Inspired Computing, this book will also be of interest to industrial and academic researchers working in related areas.


Artificial Immune Systems: A New Computational Intelligence Approach
Language: en
Pages: 380
Authors: Leandro Nunes de Castro
Categories: Computers
Type: BOOK - Published: 2002-09-23 - Publisher: Springer Science & Business Media

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Artificial Immune Systems (AIS) are adaptive systems inspired by the biological immune system and applied to problem solving. This book provides an accessible i
Artificial Immune Systems and Their Applications
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Authors: Dipankar Dasgupta
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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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 arti
Artificial Immune System
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Authors: Ying Tan
Categories: Computers
Type: BOOK - Published: 2016-08-25 - Publisher: John Wiley & Sons

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This book deals with malware detection in terms of Artificial Immune System (AIS), and presents a number of AIS models and immune-based feature extraction appro
Search Methodologies
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Authors: Edmund K. Burke
Categories: Business & Economics
Type: BOOK - Published: 2013-10-18 - Publisher: Springer Science & Business Media

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The first edition of Search Methodologies: Introductory Tutorials in Optimization and Decision Support Techniques was originally put together to offer a basic i
Artificial Immune Systems
Language: en
Pages: 511
Authors: Christian Jacob
Categories: Computers
Type: BOOK - Published: 2005-08-31 - Publisher: Springer

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This book constitutes the refereed proceedings of the 4th International Conference on Artificial Immune Systems, ICARIS 2005, held in Banff, Alberta, Canada, in