Artificial Immune Systems and Their Applications

✍ Scribed by Dipankar Dasgupta (auth.), Dipankar Dasgupta (eds.)

Publisher: Springer-Verlag Berlin Heidelberg
Year: 1999
Tongue: English
Leaves: 316
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

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.

✦ Table of Contents

Front Matter....Pages I-XVII
Front Matter....Pages 1-1
An Overview of Artificial Immune Systems and Their Applications....Pages 3-21
The Endogenous Double Plasticity of the Immune Network and the Inspiration to be Drawn for Engineering Artifacts....Pages 22-44
Front Matter....Pages 45-45
The Central and the Peripheral Immune Systems: What is the Relationship....Pages 47-64
Immunology Viewed as the Study of an Autonomous Decentralized System....Pages 65-88
Immune Network: An Example of Complex Adaptive Systems....Pages 89-104
Immunological Memory is Associative....Pages 105-114
Estimating and Predicting the Number of Free HIV and T Cells by Nonlinear Kalman Filter....Pages 115-143
Modeling the Effects of Prior Infection on Vaccine Efficacy....Pages 144-153
Front Matter....Pages 155-155
Jisys: The Envelopment of an Artificial Immune System for Real World Applications....Pages 157-186
Decentralized Behavior Arbitration Mechanism for Autonomous Mobile Robot Using Immune Network....Pages 187-209
Parallel Search for Multi-Modal Function Optimization with Diversity and Learning of Immune Algorithm....Pages 210-220
Immunized Adaptive Critic for an Autonomous Aircraft Control Application....Pages 221-241
Blueprint for a Computer Immune System ....Pages 242-261
An Anomaly Entection Algorithm Inspired by the Immune Syste....Pages 262-277
Immunity-Based Management System for a Semiconductor Production Line*....Pages 278-288
Back Matter....Pages 291-306

✦ Subjects

Artificial Intelligence (incl. Robotics);Simulation and Modeling;Algorithm Analysis and Problem Complexity;Computer Appl. in Life Sciences;Complexity

📜 SIMILAR VOLUMES

Machine Learning Paradigms: Artificial I

📁 Machine Learning Paradigms: Artificial Immune Systems and their Applications in Software Personalization

✍ Dionisios N. Sotiropoulos; George A. Tsihrintzis 📂 Library 📅 2016 🏛 Springer 🌐 English

The topic of this monograph falls within the, so-called, biologically motivated computing paradigm, in which biology provides the source of models and inspiration towards the development of computational intelligence and machine learning systems. Specifically, artificial immune systems are presented

Machine Learning Paradigms: Artificial I

📁 Machine Learning Paradigms: Artificial Immune Systems and their Applications in Software Personalization

✍ Dionisios N. Sotiropoulos, George A. Tsihrintzis (auth.) 📂 Library 📅 2017 🏛 Springer International Publishing 🌐 English

<p><p>The topic of this monograph falls within the, so-called, biologically motivated computing paradigm, in which biology provides the source of models and inspiration towards the development of computational intelligence and machine learning systems. Specifically, artificial immune systems are pre

Machine Learning Paradigms Artificial I

📁 Machine Learning Paradigms Artificial Immune Systems and their Applications in Software Personalization

✍ Dionysios Sotiropoulos, George A. Tsihrintzis 📂 Library 📅 2016 🏛 Springer 🌐 English

Artificial Immune System: Applications i

📁 Artificial Immune System: Applications in Computer Security

✍ Ying Tan 📂 Library 📅 2016 🏛 Wiley-IEEE Computer Society Pr 🌐 English

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 approaches as well as their applications in computer security<br /> <ul> <li>Covers all of the current achievements in computer security based on

Application of Artificial Immune System

📁 Application of Artificial Immune System Algorithms for Intrusion Detection

📂 Library 🌐 English

Intrusion Detection (ID) is one of the most challenging problems in today’s era of computer security. New innovative ideas are used by the hackers to break the security, hence the challenge for developing better ID systems are increasing day-by-day. In this paper, we applied the Artificial Immune Sy

Handbook of Research on Artificial Immun

📁 Handbook of Research on Artificial Immune Systems and Natural Computing: Applying Complex Adaptive Technologies

✍ Hongwei Mo 📂 Library 📅 2008 🏛 IGI Global 🌐 English

Today, nature is used as a source of inspiration for the development of new techniques for solving complex problems in various domains, from engineering to biology, with innovative adaptations under investigation. The Handbook of Research on Artificial Immune Systems and Natural Computing: Applying