Artificial Immune Systems: A New Computational Intelligence Approach

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Publisher : Springer Science & Business Media
ISBN 13 : 1852335947
Total Pages : 380 pages
Book Rating : 4.8/5 (523 download)

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Book Synopsis Artificial Immune Systems: A New Computational Intelligence Approach by : Leandro Nunes de Castro

Download or read book Artificial Immune Systems: A New Computational Intelligence Approach written by Leandro Nunes de Castro and published by Springer Science & Business Media. This book was released on 2002-09-23 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 and Their Applications

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Publisher : Springer Science & Business Media
ISBN 13 : 364259901X
Total Pages : 318 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Artificial Immune Systems and Their Applications by : Dipankar Dasgupta

Download or read book Artificial Immune Systems and Their Applications written by Dipankar Dasgupta and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Artificial Immune System

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Publisher : John Wiley & Sons
ISBN 13 : 1119076285
Total Pages : 202 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Artificial Immune System by : Ying Tan

Download or read book Artificial Immune System written by Ying Tan and published by John Wiley & Sons. This book was released on 2016-06-27 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Covers all of the current achievements in computer security based on immune principles, which were obtained by the Computational Intelligence Laboratory of Peking University, China Includes state-of-the-art information on designing and developing artificial immune systems (AIS) and AIS-based solutions to computer security issues Presents new concepts such as immune danger theory, immune concentration, and class-wise information gain (CIG)

Search Methodologies

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Publisher : Springer Science & Business Media
ISBN 13 : 1461469406
Total Pages : 715 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Search Methodologies by : Edmund K. Burke

Download or read book Search Methodologies written by Edmund K. Burke and published by Springer Science & Business Media. This book was released on 2013-10-18 with total page 715 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first edition of Search Methodologies: Introductory Tutorials in Optimization and Decision Support Techniques was originally put together to offer a basic introduction to the various search and optimization techniques that students might need to use during their research, and this new edition continues this tradition. Search Methodologies has been expanded and brought completely up to date, including new chapters covering scatter search, GRASP, and very large neighborhood search. The chapter authors are drawn from across Computer Science and Operations Research and include some of the world’s leading authorities in their field. The book provides useful guidelines for implementing the methods and frameworks described and offers valuable tutorials to students and researchers in the field. “As I embarked on the pleasant journey of reading through the chapters of this book, I became convinced that this is one of the best sources of introductory material on the search methodologies topic to be found. The book’s subtitle, “Introductory Tutorials in Optimization and Decision Support Techniques”, aptly describes its aim, and the editors and contributors to this volume have achieved this aim with remarkable success. The chapters in this book are exemplary in giving useful guidelines for implementing the methods and frameworks described.” Fred Glover, Leeds School of Business, University of Colorado Boulder, USA “[The book] aims to present a series of well written tutorials by the leading experts in their fields. Moreover, it does this by covering practically the whole possible range of topics in the discipline. It enables students and practitioners to study and appreciate the beauty and the power of some of the computational search techniques that are able to effectively navigate through search spaces that are sometimes inconceivably large. I am convinced that this second edition will build on the success of the first edition and that it will prove to be just as popular.” Jacek Blazewicz, Institute of Computing Science, Poznan University of Technology and Institute of Bioorganic Chemistry, Polish Academy of Sciences

Artificial Immune Systems

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Author :
Publisher : Springer
ISBN 13 : 3540318755
Total Pages : 508 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Artificial Immune Systems by : Christian Jacob

Download or read book Artificial Immune Systems written by Christian Jacob and published by Springer. This book was released on 2005-08-31 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Conference on Artificial Immune Systems, ICARIS 2005, held in Banff, Alberta, Canada, in August 2005. The 37 revised full papers presented were carefully reviewed and selected from 68 submissions. The papers are organized in topical sections on conceptual, formal, and theoretical frameworks, immunoinformatics, theoretical and experimental studies on artificial immune systems, and applications of artificial immune systems.

Artificial Immune Systems

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Publisher : Springer
ISBN 13 : 3540302204
Total Pages : 448 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Artificial Immune Systems by : Giuseppe Nicosia

Download or read book Artificial Immune Systems written by Giuseppe Nicosia and published by Springer. This book was released on 2004-08-19 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Arti?cial Immune Systems have come of age. They are no longer an obscure computersciencetechnique,workedonbyacoupleoffarsightedresearchgroups. Today, researchers across the globe are working on new computer algorithms inspired by the workings of the immune system. This vigorous ?eld of research investigates how immunobiology can assist our technology, and along the way is beginning to help biologists understand their unique problems. AIS is now old enough to understand its roots, its context in the research community, and its exciting future. It has grown too big to be con?ned to s- cial sessions in evolutionary computation conferences. AIS researchers are now forming their own community and identity. The International Conference on Arti?cial Immune Systems is proud to be the premiere conference in the area. As its organizers, we were honored to have such a variety of innovative and original scienti?c papers presented this year. ICARIS 2004 was the third international conference dedicated entirely to the ?eld of Arti?cial Immune Systems (AIS). It was held in Catania, on the beautiful island of Sicily, Italy, during September 13–16, 2004. While hosting the conference, the city of Catania gave the participants the opportunity to enjoy the richness of its historical and cultural atmosphere and the beauty of its natural resources, the sea, and the Etna volcano.

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

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Publisher : IGI Global
ISBN 13 : 1605663115
Total Pages : 634 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Handbook of Research on Artificial Immune Systems and Natural Computing: Applying Complex Adaptive Technologies by : Mo, Hongwei

Download or read book Handbook of Research on Artificial Immune Systems and Natural Computing: Applying Complex Adaptive Technologies written by Mo, Hongwei and published by IGI Global. This book was released on 2009-04-30 with total page 634 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book offers new ideas and recent developments in Natural Computing, especially on artificial immune systems"--Provided by publisher.

Immunological Computation

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Publisher : CRC Press
ISBN 13 : 9781420065466
Total Pages : 296 pages
Book Rating : 4.0/5 (654 download)

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Book Synopsis Immunological Computation by : Dipankar Dasgupta

Download or read book Immunological Computation written by Dipankar Dasgupta and published by CRC Press. This book was released on 2008-09-12 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clearly, nature has been very effective in creating organisms that are capable of protecting themselves against a wide variety of pathogens such as bacteria, fungi, and parasites. The powerful information-processing capabilities of the immune system, such as feature extraction, pattern recognition, learning, memory, and its distributive nature provide rich metaphors that researchers are finding very useful for the development of computational models. While some of these models are designed to give us a better understanding of the immune system, other models are being developed to solve complex real-world problems such as anomaly detection, pattern recognition, data analysis (clustering), function optimization, and computer security. Immunological Computation: Theory and Applications is devoted to discussing different immunological mechanisms and their relation to information processing and problem solving. This unique volume presents a compendium of up-to-date work related to immunity-based techniques. After presenting the general abstractions of immune elements and processes used in computational models, it then— Reviews standard procedures, representations, and matching rules that are used in all immunological computation models Covers the details of one of the earliest and most well-known immune algorithms, based on the negative selection (NS) process that occurs in the thymus Examines promising immune models, including those based on danger theory, cytokine network models, and MHC-based models The text goes further to describe a wide variety of applications, which include computer security, the detection and analysis of anomalies and faults, robotics, and data mining among others. To enhance understanding of this emerging field of study, each chapter includes a summary, review questions, and exercises for readers to practice; as well as issues that will require future research.

Artificial Immune Systems

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Author :
Publisher : One Billion Knowledgeable
ISBN 13 :
Total Pages : 209 pages
Book Rating : 4.:/5 (661 download)

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Book Synopsis Artificial Immune Systems by : Fouad Sabry

Download or read book Artificial Immune Systems written by Fouad Sabry and published by One Billion Knowledgeable. This book was released on 2023-06-22 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: What Is Artificial Immune Systems In the field of artificial intelligence, artificial immune systems (AIS) are a classification of rule-based, computationally intelligent machine learning systems that take their cues from the fundamentals and procedures of the immune system of vertebrates. When it comes to finding solutions to problems, algorithms are frequently based after the learning and memory capabilities of the immune system. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Artificial immune system Chapter 2: Immunology Chapter 3: Adaptive immune system Chapter 4: Computational immunology Chapter 5: Clonal selection algorithm Chapter 6: Immune network theory Chapter 7: Evolutionary computation Chapter 8: Bio-inspired computing Chapter 9: Glossary of artificial intelligence Chapter 10: Rule-based machine learning (II) Answering the public top questions about artificial immune systems. (III) Real world examples for the usage of artificial immune systems in many fields. (IV) 17 appendices to explain, briefly, 266 emerging technologies in each industry to have 360-degree full understanding of artificial immune systems' technologies. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of artificial immune systems.

Bio-Inspired Artificial Intelligence

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Publisher : MIT Press
ISBN 13 : 0262547732
Total Pages : 674 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Bio-Inspired Artificial Intelligence by : Dario Floreano

Download or read book Bio-Inspired Artificial Intelligence written by Dario Floreano and published by MIT Press. This book was released on 2023-04-04 with total page 674 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive introduction to new approaches in artificial intelligence and robotics that are inspired by self-organizing biological processes and structures. New approaches to artificial intelligence spring from the idea that intelligence emerges as much from cells, bodies, and societies as it does from evolution, development, and learning. Traditionally, artificial intelligence has been concerned with reproducing the abilities of human brains; newer approaches take inspiration from a wider range of biological structures that that are capable of autonomous self-organization. Examples of these new approaches include evolutionary computation and evolutionary electronics, artificial neural networks, immune systems, biorobotics, and swarm intelligence—to mention only a few. This book offers a comprehensive introduction to the emerging field of biologically inspired artificial intelligence that can be used as an upper-level text or as a reference for researchers. Each chapter presents computational approaches inspired by a different biological system; each begins with background information about the biological system and then proceeds to develop computational models that make use of biological concepts. The chapters cover evolutionary computation and electronics; cellular systems; neural systems, including neuromorphic engineering; developmental systems; immune systems; behavioral systems—including several approaches to robotics, including behavior-based, bio-mimetic, epigenetic, and evolutionary robots; and collective systems, including swarm robotics as well as cooperative and competitive co-evolving systems. Chapters end with a concluding overview and suggested reading.

Artificial Immune Systems

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Publisher : Springer
ISBN 13 : 3642337570
Total Pages : 293 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Artificial Immune Systems by : Carlos A. Coello-Coello

Download or read book Artificial Immune Systems written by Carlos A. Coello-Coello and published by Springer. This book was released on 2012-08-27 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 11th International Conference on Artificial Immune Systems, ICARIS 2012, held in Taormia, Italy, in August 2012. The 19 revised selected papers presented were carefully reviewed and selected for inclusion in this book. In addition 4 papers of the workshop on bio and immune inspired algorithms and models for multi-level complex systems are included in this volume. Artificial immune systems (AIS) is a diverse and maturing area of research that bridges the disciplines of immunology, biology, medical science, computer science, physics, mathematics and engineering. The scope of AIS ranges from modelling and simulation of the immune system through to immune-inspired algorithms and in silico, in vitro and in vivo solutions.

Artificial Immune Systems

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Publisher :
ISBN 13 :
Total Pages : 142 pages
Book Rating : 4.:/5 (254 download)

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Book Synopsis Artificial Immune Systems by : Jon Timmis

Download or read book Artificial Immune Systems written by Jon Timmis and published by . This book was released on 2005 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Immune Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3540850716
Total Pages : 447 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Artificial Immune Systems by : Peter Bentley

Download or read book Artificial Immune Systems written by Peter Bentley and published by Springer Science & Business Media. This book was released on 2008-07-25 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th International Conference on Artificial Immune Systems, ICARIS 2008, held in Phuket, Thailand, in August 2008. The 40 revised full papers presented were carefully reviewed and selected from 67 submissions. The papers are organized in topical sections on computational immunology, applied AIS, and theoretical AIS. Position papers and conceptual papers are also included.

Artificial Immune Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3540739211
Total Pages : 449 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Artificial Immune Systems by : Leandro N. de Castro

Download or read book Artificial Immune Systems written by Leandro N. de Castro and published by Springer Science & Business Media. This book was released on 2007-08-07 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Conference on Artificial Immune Systems, ICARIS 2007, held in Santos, Brazil, in August 2007. The 36 revised full papers presented were carefully reviewed and selected from 58 submissions. The papers are organized in topical sections on search and optimization, classification and clustering, anomaly detection and negative selection, robotics, control and electronics, modeling papers, conceptual papers, as well as technical papers and general applications.

Artificial Immune Systems

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Publisher : Springer
ISBN 13 : 364203246X
Total Pages : 343 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Artificial Immune Systems by : Paul S. Andrews

Download or read book Artificial Immune Systems written by Paul S. Andrews and published by Springer. This book was released on 2009-08-12 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Arti?cial immune systems (AIS) is a diverse and maturing area of research that bridges the disciplines of immunology and engineering. The scope of AIS ranges fromimmune-inspiredalgorithmsandengineeringsolutionsinsoftwareandha- ware, to the understanding of immunology through modeling and simulation of immune system concepts. AIS algorithms have been applied to a wide variety of applications, including computer security, fault tolerance, data mining and optimization. In addition, theoretical aspects of arti?cial and real immune s- tems have been the subject of mathematical and computational models and simulations. The 8th InternationalConference on AIS (ICARIS 2009)built on the success of previous years, providing a forum for a diverse group of AIS researchers to present and discuss their latest results and advances. After two years outside Europe, ICARIS 2009 returned to England, the venue for the ?rst ICARIS back in 2002. This year’s conference was located in the historic city of York, and was held in St. William’s College, the conference venue of York Minster, northern Europe’s largest Gothic cathedral.

Artificial Immune Systems

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Publisher : Springer
ISBN 13 : 3540377514
Total Pages : 460 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Artificial Immune Systems by : Hugues Bersini

Download or read book Artificial Immune Systems written by Hugues Bersini and published by Springer. This book was released on 2006-09-07 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Conference on Artificial Immune Systems, ICARIS 2006. The book presents 34 revised full papers, are organized in topical sections on computer simulation of classical immunology, computer simulation of idiotypic network, immunoinformatics conceptual papers, pattern recognition type of application, optimization type of application, control and time-series type of application, danger theory inspired application, and text mining application.

Artificial Immune Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3642223702
Total Pages : 449 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Artificial Immune Systems by : Pietro Liáo

Download or read book Artificial Immune Systems written by Pietro Liáo and published by Springer Science & Business Media. This book was released on 2011-07-06 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th International Conference on Artificial Immune Systems, ICARIS 2011, held in Cambridge, UK, in July 2011. The 37 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on immunoinformatics and computational immunology; theory of immunological computation; and applied immunological computation.