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Handbook of Innovative Computational Paradigms: Biological and Adaptive Computing

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Handbook of Innovative Computational Paradigms: Biological and Adaptive Computing Cover

 

Synopses & Reviews

Publisher Comments:

As computing devices proliferate, demand increases for an understanding of emerging computing paradigms and models based on natural phenomena. Neural networks, evolution-based models, quantum computing, and DNA-based computing and simulations are all a necessary part of modern computing analysis and systems development. Vast literature exists on these new paradigms and their implications for a wide array of applications. This comprehensive handbook, the first of its kind to address the connection between nature-inspired and traditional computational paradigms, is a repository of case studies dealing with different problems in computing and solutions to these problems based on nature-inspired paradigms. The "Handbook of Nature-Inspired and Innovative Computing: Integrating Classical Models with Emerging Technologies" is an essential compilation of models, methods, and algorithms for researchers, professionals, and advanced-level students working in all areas of computer science, IT, biocomputing, and network engineering.

About the Author

Albert Zomaya was named an ACM Distinguished Engineer in 2006, at the inception of ACM's program to recognize engineers and scientists for their contributions to both the practical and theoretical aspects of computing and information technology.

Table of Contents

Preface.- Models.- Changing Challenges for Collaborative Algorithmics.- ARM++: A Hybrid Association Rule Mining Algorithm.- Multiset Rule-Based Programming Paradigm for Soft-Computing in Complex Systems.- Evolutionary Paradigms.- Artificial Neural Networks.- Swarm Intelligence.- Fuzzy Logic.- Quantum Computing.- Enabling Technologies.- Computer Architecture.- A Glance at VLSI Optical Interconnects: From the Abstract Modelings of the 1980s to Today's MEMS Implementations.- Morphware and Configware.- Evolving Hardware.- Implementing Neural Models in Silicon.- Molecular and Nanoscale Computing and Technology.- Trends in High Performance Computing.- Cluster Computing: High-Performance, High-Availability, and High-Throughput Processing on a Network of Computers.- Web Service Computing: Overview and Directions.- Predicting Grid Resource Performance On-line.- Application Domains.- Pervasive Computing: Enabling Technologies and Challenges.- Information Display.- Bioinformatics.- Noise in Foreign Exchange Markets.- Index.

Product Details

ISBN:
9780387405322
Editor:
Zomaya, Albert Y.
Publisher:
Springer
Editor:
Zomaya, Albert Y.
Author:
Zomaya, Albert
Author:
Zomaya, Albert Y.
Subject:
Computer Science
Subject:
Artificial Intelligence
Subject:
Programming - Systems Analysis & Design
Subject:
Neural Networks
Subject:
Machine Theory
Subject:
Fuzzy logic
Subject:
Nanotechnology
Subject:
Computer algorithms
Subject:
Bioinformatics
Subject:
Swarm intelligence
Subject:
Quantum computing
Subject:
Life Sciences - Biology - General
Subject:
Cluster Computing
Subject:
distributed algorithms
Subject:
MEMS
Subject:
Biocomputing
Subject:
Computational modeling
Subject:
VLSI optical interconnects
Subject:
Neural models
Subject:
Grid resource performance
Subject:
Pervasive computing
Subject:
DNA-based computing
Subject:
Software Development & Engineering - Systems
Subject:
Artificial Intelligence (incl. Robotics)
Subject:
Theory of computation
Subject:
Computation by Abstract Devices
Subject:
Algorithm Analysis and Problem Complexity
Subject:
Special Purpose and Application-Based Systems As computing devices proliferate, demand increases for an understanding of emerging computing paradigms and models based on natural phenomena. Neural networks, evolution-based models, quantum computing, and DN
Subject:
Personal Computers-General
Subject:
Special Purpose and Application-Based Systems
Copyright:
Edition Number:
1
Edition Description:
Book
Publication Date:
January 2006
Binding:
HARDCOVER
Language:
English
Illustrations:
Y
Pages:
752
Dimensions:
235 x 155 mm 2710 gr

Related Subjects

Computers and Internet » Computers Reference » General
Computers and Internet » Personal Computers » General
Computers and Internet » Software Engineering » Systems Analysis and Design
Science and Mathematics » Biology » General
Science and Mathematics » Physics » Optics

Handbook of Innovative Computational Paradigms: Biological and Adaptive Computing New Hardcover
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