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Studies in Computational Intelligence

Advances in Intelligent Modelling and Simulation

Artificial Intelligence-Based Models and Techniques in Scalable Computing

Editors: Kołodziej, Joanna, Khan, Samee Ullah, Burczy´nski, Tadeusz (Eds.)

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Softcover $169.99
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About this book

One of the most challenging issues in today’s large-scale computational modeling and design is to effectively manage the complex distributed environments, such as computational clouds, grids, ad hoc, and P2P networks operating under  various  types of users with evolving relationships fraught with  uncertainties. In this context, the IT resources and services usually belong to different owners (institutions, enterprises, or individuals) and are managed by different administrators. Moreover, uncertainties are presented to the system at hand in various forms of information that are incomplete, imprecise, fragmentary, or overloading, which hinders in the full and precise resolve of the evaluation criteria, subsequencing and selection, and the assignment scores. Intelligent scalable systems enable the flexible routing and charging, advanced user interactions and the aggregation and sharing of geographically-distributed resources in modern large-scale systems.

 

This book presents new ideas, theories, models, technologies, system architectures and implementation of applications in intelligent scalable computing systems. In 15 chapters, several important Artificial Intelligence-based techniques, such as fuzzy logic, neural networks, evolutionary, and memetic algorithms are studied and implemented.  All of those technologies have formed the foundation for the intelligent scalable computing that we know of today.  We believe that this book will serve as a reference for  students, researchers, and industry practitioners working  or  interested in joining interdisciplinary research in the areas of intelligent decision systems using emergent distributed computing paradigms. It will also allow newcomers (students and researchers alike) to grasp key issues and potential solutions on the selected topics.

 

This book presents new ideas, theories, models, technologies, system architectures and implementation of applications in intelligent scalable computing systems. In 15 chapters, several important Artificial Intelligence-based techniques, such as fuzzy logic, neural networks, evolutionary, and memetic algorithms are studied and implemented.  All of those technologies have formed the foundation for the intelligent scalable computing that we know of today.  We believe that this book will serve as a reference for  students, researchers, and industry practitioners working  or  interested in joining interdisciplinary research in the areas of intelligent decision systems using emergent distributed computing paradigms. It will also allow newcomers (students and researchers alike) to grasp key issues and potential solutions on the selected topics.

Table of contents (15 chapters)

Table of contents (15 chapters)
  • Towards Designing Human Centric Systems: A New View at Fuzzy Modeling with Granular Membership Functions

    Pages 3-24

    Pedrycz, Witold

  • Step Fuzzy Numbers and Neural Networks in Defuzzification Functional Approximation

    Pages 25-41

    Kosiński, Witold (et al.)

  • Parallel Approaches in MOACOs for Solving the Bi-criteria TSP: A Preliminary Study

    Pages 45-66

    Mora, A. M. (et al.)

  • Island Injection Genetic Algorithm with Relaxed Coordination for the Multiple Sequence Alignment Problem

    Pages 67-87

    Miranda, Lidia Araujo (et al.)

  • Distributed Evolutionary Computation Using SOAP and REST Web Services

    Pages 89-111

    Castillo, P. A. (et al.)

Buy this book

eBook $129.00
price for USA in USD
  • ISBN 978-3-642-30154-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.99
price for USA in USD
  • ISBN 978-3-642-30153-7
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
Softcover $169.99
price for USA in USD
  • ISBN 978-3-642-43261-3
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Intelligent Modelling and Simulation
Book Subtitle
Artificial Intelligence-Based Models and Techniques in Scalable Computing
Editors
  • Joanna Kołodziej
  • Samee Ullah Khan
  • Tadeusz Burczy´nski
Series Title
Studies in Computational Intelligence
Series Volume
422
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-30154-4
DOI
10.1007/978-3-642-30154-4
Hardcover ISBN
978-3-642-30153-7
Softcover ISBN
978-3-642-43261-3
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XXIV, 384
Topics