Skip to main content
SpringerLink
Log in
Book cover

Advances in Intelligent Modelling and Simulation

Artificial Intelligence-Based Models and Techniques in Scalable Computing

  • Book
  • © 2012

Overview

Editors:
  1. Joanna Kołodziej

    1. Institute of Computer Science, Cracow University of Technology, Cracow, Poland

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Samee Ullah Khan

    1. , Department of Electrical and Computer, North Dakota State University, Fargo, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Tadeusz Burczy´nski

    1. Department of Computer Science, Cracow University of Technology, Cracow, Poland

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Latest research on Artificial Intelligence-based Models and Techniques in Scalable Computing
  • Recent Advances in Intelligent Modelling and Simulation
  • Written by leading experts in the field

Part of the book series: Studies in Computational Intelligence (SCI, volume 422)

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (15 chapters)

  1. Front Matter

    Pages 1-22
    Download chapter PDF

  2. Future Generation Fuzzy Systems

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Towards Designing Human Centric Systems: A New View at Fuzzy Modeling with Granular Membership Functions

      • Witold Pedrycz
      Pages 3-24

    3. Step Fuzzy Numbers and Neural Networks in Defuzzification Functional Approximation

      • Witold Kosiński, Katarzyna Węgrzyn-Wolska
      Pages 25-41

  3. Parallel and Multiobjective Evo-Based Techniques and Architectures in Large-Scale Global Optimization

    1. Front Matter

      Pages 43-43
      Download chapter PDF

  4. Parallel and Multiobjective Evo-based Techniques and Architectures in Large-scale Global Optimization

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

      • A. M. Mora, P. A. Castillo, M. G. Arenas, P. García-Sánchez, J. L. J. Laredo, J. J. Merelo
      Pages 45-66

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

      • Lidia Araujo Miranda, Marcos Fagundes Caetano, Luiza Jaques, Jan Mendonca Correa, Alba Cristina Magalhaes Alves de Melo, Jacir Luiz Bordim
      Pages 67-87

    3. Distributed Evolutionary Computation Using SOAP and REST Web Services

      • P. A. Castillo, P. García-Sánchez, M. G. Arenas, J. L. Bernier, J. J. Merelo
      Pages 89-111

    4. GPU Parallel Computation in Bioinspired Algorithms: A Review

      • M. G. Arenas, G. Romero, A. M. Mora, P. A. Castillo, J. J. Merelo
      Pages 113-134

  5. Nature-Inspired Solutions for Intelligent Networking

    1. Front Matter

      Pages 135-135
      Download chapter PDF

    2. Scalability Analysis: Reconfiguration of Overlay Networks Using Nature-Inspired Algorithms

      • Simone A. Ludwig
      Pages 137-154

    3. Analysis of Emergent Behavior for GA-based Topology Control Mechanism for Self-Spreading Nodes in MANETs

      • Stephen Gundry, Jianmin Zou, Elkin Urrea, Cem Safak Sahin, Janusz Kusyk, M. Umit Uyar
      Pages 155-183

    4. Evolutionary P2P Networking for Realizing Adaptive Networks

      • Kei Ohnishi, Mario Köppen, Kaori Yoshida, Yuji Oie
      Pages 185-213

    5. A Taxonomy of Evolutionary Inspired Solutions for Energy Management in Green Computing: Problems and Resolution Methods

      • Joanna Kołodziej, Samee U. Khan, Albert Y. Zomaya
      Pages 215-233

    6. A Simulation Model for Mechanisms, Heuristics and Rules for P2P Systems

      • Ciprian Dobre, Florin Pop, Valentin Cristea
      Pages 235-267

  6. Economic and Biological Approaches

    1. Front Matter

      Pages 269-269
      Download chapter PDF

  7. Economical and Biological Approaches

    1. An Economics-Inspired Noise Model in Spatial Games with Reputation

      • Dhruv Gairola, Siang Yew Chong
      Pages 271-293

    2. Intelligent Modeling and Control for Autonomous Logistics

      • Tobias Warden, Janusz Wojtusiak, Otthein Herzog
      Pages 295-325

    3. LINDSAY Virtual Human: Multi-scale, Agent-based, and Interactive

      • C. Jacob, S. von Mammen, T. Davison, A. Sarraf-Shirazi, V. Sarpe, A. Esmaeili et al.
      Pages 327-349

    4. Comparison of Enterprise Integration Modelling Concepts Based on Intelligent Multi-Agent System

      • Paul Eric Dossou, Paweł Pawlewski, Philip Mitchell
      Pages 351-380
Back to top

Keywords

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 emergentdistributed 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.

Editors and Affiliations

  • Institute of Computer Science, Cracow University of Technology, Cracow, Poland

    Joanna Kołodziej

  • , Department of Electrical and Computer, North Dakota State University, Fargo, USA

    Samee Ullah Khan

  • Department of Computer Science, Cracow University of Technology, Cracow, Poland

    Tadeusz Burczy´nski

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

  • DOI: https://doi.org/10.1007/978-3-642-30154-4

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2012

  • Hardcover ISBN: 978-3-642-30153-7Published: 12 July 2012

  • Softcover ISBN: 978-3-642-43261-3Published: 09 August 2014

  • eBook ISBN: 978-3-642-30154-4Published: 11 July 2012

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XXIV, 384

  • Topics: Computational Intelligence, Artificial Intelligence

Publish with us

Policies and ethics

Back to top

Search

Navigation